MulTaBench
Collection
Benchmarking multimodal tabular learning with text and images (NeurIPS 2026 Spotlight): leaderboard, 80 datasets and cached embeddings. • 84 items • Updated • 1
Error code: RowsPostProcessingError
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Part of MulTaBench, a benchmark for multimodal tabular learning.
Paper: MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image · Leaderboard: multabench/leaderboard
TrustNZ_IDNNZLoad the benchmark splits with multabench.load_split("REG_IMAGE_MKPHOTO_BOTS", fold=0).
| Column | Type |
|---|---|
| gan | int |
| dtm | int |
| person | float |
| n_faces | int |
| celebs | categorical |
| BTT | float |
| speed | float |
| NBQ | float |
| image | image path (inside images-*.zip) |
| TrustNZ_IDNNZ | float |
@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},
}