MulTaBench
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Elo leaderboard for tabular models on text and image data
Benchmarking multimodal tabular learning with text and images (NeurIPS 2026 Spotlight): leaderboard, 80 datasets and cached embeddings.
Elo leaderboard for tabular models on text and image data
Note The living leaderboard: Elo of tabular models on the 80 datasets.
Note Cached frozen text (e5-small) and image (dino-small) embeddings.
Note Core: the 20 image-tabular MulTaBench datasets.
Note Core: the 20 text-tabular MulTaBench datasets.
Note Extended: 20 image-tabular datasets released alongside; don't pool their scores with the core.
Note Extended: 20 text-tabular datasets released alongside; don't pool their scores with the core.