Tabular Learning on Long-context 15 datasets v2 (test)
0.523Avg. Normalized RMSEAutoGluon
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoGluonAvg. Fit Time (s)=13012.001, Avg. Eval Time (s)=100.1512025.08 | 0.523 | 84.6 | |
| TabDPTTuning status=Default, Avg. Fit Time (s)=376.869, Avg. Eval Time (s)=158.5852025.08 | 0.524 | 81.8 | |
| ModernNCATuning status=Default, Avg. Fit Time (s)=777.194, Avg. Eval Time (s)=23.2302025.08 | 0.534 | 83.3 | |
| TabPFNv2Chunking=true, Avg. Fit Time (s)=11.524, Avg. Eval Time (s)=63.7482025.08 | 0.534 | 82.6 | |
| CatBoostTuning status=Tuned, Ensembling=Extra, Avg. Fit Time (s)=34537.203, Avg. Eval Time (s)=6.3702025.08 | 0.538 | 84.5 | |
| CatBoostTuning status=Tuned, Avg. Fit Time (s)=34537.203, Avg. Eval Time (s)=0.7792025.08 | 0.538 | 84.5 | |
| CatBoostTuning status=Default, Avg. Fit Time (s)=262.200, Avg. Eval Time (s)=0.4562025.08 | 0.543 | 84.5 | |
| TabMTuning status=Default, Avg. Fit Time (s)=331.131, Avg. Eval Time (s)=2.0962025.08 | 0.551 | 83.3 | |
| KNNTuning status=Default, Avg. Fit Time (s)=1.605, Avg. Eval Time (s)=0.5392025.08 | 0.919 | 64.3 |