user stringclasses 1 value | videos listlengths 1 1 | gt_label stringclasses 2 values | predict stringlengths 0 296 | pred_answer stringclasses 2 values | pred_order listlengths 0 0 | top1_correct bool 1 class | gt_pos int64 0 0 | latency_ms float64 501 23.9k | index int64 0 923 | request_messages listlengths 1 1 | error stringclasses 1 value |
|---|---|---|---|---|---|---|---|---|---|---|---|
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/20_00000050.mp4"
] | abnormal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 4,389.733429 | 2 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/866_after.mp4"
] | normal | No clear irregular event is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,443.25397 | 1 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1288_normal.mp4"
] | normal | No clear irregular event is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,569.628975 | 0 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/837_01000144.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,581.223299 | 3 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/954_normal.mp4"
] | normal | 手机爆炸，导致顾客被炸伤。
The answer is abnormal. | abnormal | [] | false | 0 | 5,041.378694 | 6 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1595_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,611.961511 | 5 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1668_00000016.mp4"
] | abnormal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,613.468799 | 4 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/2027_00000101.mp4"
] | abnormal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,607.665076 | 7 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1621_00180021.mp4"
] | abnormal | The car was reversing on the road and then reversing back.
The answer is abnormal. | abnormal | [] | false | 0 | 5,109.319347 | 11 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1013_00010010.mp4"
] | abnormal | The video shows the aftermath of a subway accident, with passengers falling down and being injured.
The answer is abnormal. | abnormal | [] | false | 0 | 5,680.051812 | 8 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1727_00000030.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,125.620243 | 10 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1345_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,458.442077 | 9 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/732_00150020.mp4"
] | abnormal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 756.45242 | 13 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/272_00000103.mp4"
] | abnormal | The video explains the causes of low potassium levels in the blood.
The answer is abnormal. | abnormal | [] | false | 0 | 5,461.964818 | 12 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/922_00000124.mp4"
] | abnormal | The machine was lifted and then dropped.
The answer is abnormal. | abnormal | [] | false | 0 | 5,456.585193 | 14 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/927_normal.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,195.27463 | 15 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/849_00060036.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,841.941653 | 16 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/967_after.mp4"
] | normal | 牛在水中挣扎，试图用角顶住电线杆。
The answer is abnormal. | abnormal | [] | false | 0 | 1,182.103819 | 20 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/972_normal.mp4"
] | normal | 0045,0123.
The answer is abnormal. | abnormal | [] | false | 0 | 3,820.540765 | 19 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1132_00000041.mp4"
] | abnormal | The video highlights the melting of glaciers and ice in the Arctic, emphasizing the urgency of climate change.
The answer is abnormal. | abnormal | [] | false | 0 | 4,450.884314 | 17 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1559_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,099.869804 | 21 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/735_normal.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 2,532.066275 | 22 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/543_after.mp4"
] | normal | The video highlights the risks of plastic bottles and their impact on human health.
The answer is abnormal. | abnormal | [] | false | 0 | 2,037.703316 | 23 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/739_normal.mp4"
] | normal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 3,836.017322 | 25 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/2065_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 3,848.077185 | 24 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/60_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,818.213488 | 26 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1731_00001516.mp4"
] | abnormal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 10,364.521991 | 18 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/507_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 1,894.567459 | 29 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/870_normal.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,042.680636 | 27 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/410_normal.mp4"
] | normal | The scene appears typical.
The answer is normal. | normal | [] | false | 0 | 5,115.090873 | 28 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1397_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,121.514954 | 30 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1756_00000115.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 3,291.431505 | 31 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/5_00220027.mp4"
] | abnormal | The car was reversing and then reversing back.
The answer is abnormal. | abnormal | [] | false | 0 | 5,033.687627 | 35 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/809_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,526.309863 | 33 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/827_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,657.822016 | 32 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/693_normal.mp4"
] | normal | The video shows the process of a large silo being demolished.
The answer is abnormal. | abnormal | [] | false | 0 | 5,982.482336 | 34 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/869_00000062.mp4"
] | abnormal | No clear irregular event is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,002.300451 | 36 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1807_00000038.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,559.885121 | 38 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1124_00000016.mp4"
] | abnormal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 4,168.404812 | 39 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/612_after.mp4"
] | normal | The video highlights the importance of preserving forests and the risks associated with deforestation.
The answer is abnormal. | abnormal | [] | false | 0 | 4,767.505058 | 37 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/286_00000410.mp4"
] | abnormal | The answer is abnormal.
The answer is abnormal. | abnormal | [] | false | 0 | 4,684.131233 | 41 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1679_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,845.358009 | 43 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1147_00000021.mp4"
] | abnormal | No clear irregular event is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,890.26607 | 42 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/304_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,383.258343 | 40 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/681_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 1,254.931576 | 44 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/91_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 946.500438 | 45 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1594_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,563.87492 | 46 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/302_normal.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,899.644234 | 49 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/576_normal.mp4"
] | normal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 5,899.449506 | 48 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1099_00000113.mp4"
] | abnormal | 地膜污染，影响人体健康。
The answer is abnormal. | abnormal | [] | false | 0 | 6,541.795023 | 47 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/413_after.mp4"
] | normal | The video shows the effects of a caterpillar's feeding on its host plant.
The answer is abnormal. | abnormal | [] | false | 0 | 3,429.054813 | 50 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1767_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 3,603.669862 | 51 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/411_00110125.mp4"
] | abnormal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 3,450.203913 | 54 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1082_normal.mp4"
] | normal | The video appears typical.
The answer is normal. | normal | [] | false | 0 | 3,562.825367 | 53 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1795_normal.mp4"
] | normal | No clear irregular event is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,970.425197 | 57 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/295_00100210.mp4"
] | abnormal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,016.225434 | 55 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1845_after.mp4"
] | normal | The video appears typical.
The answer is normal. | normal | [] | false | 0 | 7,648.676457 | 52 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/167_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,085.129567 | 56 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1577_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,632.537581 | 61 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1102_00000030.mp4"
] | abnormal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 6,406.697723 | 59 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1892_00000231.mp4"
] | abnormal | The video appears typical.
The answer is normal. | normal | [] | false | 0 | 6,412.0877 | 58 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1501_00000025.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 6,380.701599 | 60 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1979_00180045.mp4"
] | abnormal | The crowd gathered around the painting, taking pictures and videos.
The answer is abnormal. | abnormal | [] | false | 0 | 4,760.958553 | 62 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/143_00000130.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,098.753406 | 65 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1292_00000014.mp4"
] | abnormal | The car was hit by a car that had been reversing.
The answer is abnormal. | abnormal | [] | false | 0 | 4,127.737808 | 64 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/2027_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,390.240178 | 63 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/712_after.mp4"
] | normal | The explosion caused a large amount of smoke and dust to rise into the sky.
The answer is abnormal. | abnormal | [] | false | 0 | 885.898627 | 66 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1278_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,090.03402 | 67 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/520_00310202.mp4"
] | abnormal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,809.999256 | 69 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1418_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,135.131354 | 68 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/218_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,333.087216 | 70 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1584_00120019.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,143.446033 | 72 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1639_00510108.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,626.772522 | 73 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1663_normal.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,767.972653 | 74 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/312_00030025.mp4"
] | abnormal | The video provides a comprehensive overview of the novel coronavirus, its transmission, and the measures taken to combat it.
The answer is abnormal. | abnormal | [] | false | 0 | 5,921.078341 | 71 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/697_normal.mp4"
] | normal | The scene appears typical.
The answer is normal. | normal | [] | false | 0 | 4,724.440184 | 75 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/2059_normal.mp4"
] | normal | No clear irregular event is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,300.586892 | 76 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/519_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,146.922837 | 77 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/403_00540119.mp4"
] | abnormal | The rice is being blown down.
The answer is abnormal. | abnormal | [] | false | 0 | 4,083.682784 | 78 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/523_normal.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 1,154.271344 | 82 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1288_00320131.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,270.846209 | 79 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/222_00230124.mp4"
] | abnormal | The video highlights the risks associated with certain medications, particularly those that can cause dizziness and confusion.
The answer is abnormal. | abnormal | [] | false | 0 | 4,328.855719 | 83 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1688_00110055.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,486.631875 | 81 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1253_00020124.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,490.104588 | 80 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/480_00250050.mp4"
] | abnormal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 743.87801 | 84 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/234_00330144.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 807.710044 | 85 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1783_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,890.372032 | 87 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/786_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,651.38533 | 89 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/422_01400332.mp4"
] | abnormal | The visible activity appears typical.
The answer is normal. | normal | [] | false | 0 | 6,467.918154 | 86 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/340_04500550.mp4"
] | abnormal | The video highlights the rapid development of China's high-speed rail network and its impact on the country's economic growth.
The answer is abnormal. | abnormal | [] | false | 0 | 6,871.044456 | 88 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/585_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 1,380.844709 | 90 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/973_normal.mp4"
] | normal | The boy was in the elevator and suddenly fell down.
The answer is abnormal. | abnormal | [] | false | 0 | 804.361558 | 92 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/810_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 2,945.448804 | 91 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/498_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 2,143.355217 | 95 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/707_normal.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 2,154.55672 | 93 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/267_00100156.mp4"
] | abnormal | The video discusses the risks and complications associated with thyroid surgery, including vocal cord paralysis and other issues.
The answer is abnormal. | abnormal | [] | false | 0 | 2,664.687585 | 94 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/791_00040016.mp4"
] | abnormal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,662.14604 | 97 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/616_normal.mp4"
] | normal | The video appears typical.
The answer is normal. | normal | [] | false | 0 | 4,998.373632 | 96 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/794_after.mp4"
] | normal | No clear anomaly is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,114.072824 | 99 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1688_normal.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 5,625.544027 | 98 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
End of preview. Expand
in Data Studio
/hub_data4/seohyun/saves/ecva_instruct/full/sft/checkpoint-175 · happy8825/valid_ecva_clean results
- Model:
/hub_data4/seohyun/saves/ecva_instruct/full/sft/checkpoint-175 - Dataset:
happy8825/valid_ecva_clean - Generated:
2025-12-18 10:50:16Z
Metrics
| Metric | Value |
|---|---|
| Total samples | 924 |
| With GT | 0 |
| Parsed answers | 0 |
| Top-1 accuracy | 0 |
| Recall@5 | 0 |
| MRR | 0 |
The uploaded JSON contains full per-sample predictions produced via t3_infer_with_vllm.bash.
EVQA/ECVA Metrics
| Metric | Value |
|---|---|
| EVQA total | 924 |
| EVQA with GT label | 924 |
| EVQA accuracy | 0.569264 |
Run Summary
Saved 924 results to /home/seohyun/vid_understanding/video_retrieval/video_retrieval/output_ecva_instruct/ecva_instruct_ver2.json
Metrics: {
"total": 924,
"with_gt": 0,
"with_parsed_answer": 0,
"top1_acc": 0.0,
"recall_at_5": 0.0,
"mrr": 0.0,
"num_shards": 1,
"shard_index": 0,
"evqa_total": 924,
"evqa_with_gt_label": 924,
"evqa_acc": 0.5692640692640693
}
Pushed ecva_instruct_ver2.jsonl and README to https://huggingface.co/datasets/happy8825/ecva_instruct_ver2
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