multabench/core-img-cls-mammography-cmmd

BIN_IMAGE_MAMMOGRAPHY_CMMD

Part of MulTaBench, a benchmark for multimodal tabular learning.

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

• Target: Classification
• Rows: 5202
• Original source: https://www.kaggle.com/datasets/nguynththanhho/cmmd-mammography

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

Column	Type
LeftRight	categorical
Age	int
Abnormality	categorical
Path	image path (inside images-*.zip)
Method_crop	categorical
Classification	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},
}