TabArena
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Classification | TabArena Binary | Avg Balanced Accuracy89.32 | 56 | |
| Regression | TabArena Regression | Avg Balanced Acc70.11 | 56 | |
| Multiclass Classification | TabArena Multiclass (6) | Average Balanced Accuracy0.8109 | 56 | |
| Binary Classification | TabArena | Elo Rating1,501 | 48 | |
| Multiclass Classification | TabArena Lite | Elo Rating1,521 | 48 | |
| Regression | TabArena Lite | Elo1,779 | 48 | |
| Binary Classification | TabArena Customer v0.1 (test) | ROC AUC0.738 | 10 | |
| Classification | Tabarena CLS | AUC0.8638 | 9 | |
| Regression | Tabarena REG | RMSE0.3919 | 9 | |
| Tabular Classification | TabArena | Mean Rank AUC OVO6.3 | 7 |
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