multabench/extended-img-cls-minecraft

MUL_IMAGE_MINECRAFT

Part of MulTaBench, a benchmark for multimodal tabular learning.

Paper: MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image · Leaderboard: multabench/leaderboard

• Target: target_mob
• Rows: 6089
• Original source: https://www.kaggle.com/datasets/sqdartemy/minecraft-screenshots-dataset-with-features

Load the benchmark splits with multabench.load_split("MUL_IMAGE_MINECRAFT", fold=0).

Column	Type
screenshot_title	image path (inside images-*.zip)
activity	categorical
hearts	int
light_lvl	categorical
in_hand_item	categorical
decision_activity	categorical
decision_hearts	categorical
decision_light	categorical
target_mob	string

Citation

@misc{arazi2026multabenchbenchmarkingmultimodaltabular,
  title={MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image},
  author={Alan Arazi and Eilam Shapira and Shoham Grunblat and Mor Ventura and Elad Hoffer and Gioia Blayer and David Holzmüller and Lennart Purucker and Gaël Varoquaux and Frank Hutter and Roi Reichart},
  year={2026},
  eprint={2605.10616},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/2605.10616},
}