Results
Mean and median R² across 96 regression tasks from three public benchmark suites (6M-parameter model):| Suite | Datasets | Mean R² | Median R² |
|---|---|---|---|
| TabArena | 13 | 0.8117 | 0.8757 |
| TALENT | 72 | 0.7569 | 0.8802 |
| OpenML | 11 | 0.6373 | 0.5856 |
| Overall | 96 | 0.7506 | 0.8702 |
Synthefy Tabular
Benchmarking
Synthefy Tabular’s published results on TabArena, TALENT, and OpenML.