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ResearchFormerly WizWand

Tabular Learning on Long-context 15 datasets v2 (test)

0.523Avg. Normalized RMSEAutoGluon
0.507160.614080.7210.82792Aug 30, 2025
Updated 5mo ago

Evaluation results

MethodLinks
AutoGluonAvg. Fit Time (s)=13012.001, Avg. Eval Time (s)=100.1512025.080.52384.6
TabDPTTuning status=Default, Avg. Fit Time (s)=376.869, Avg. Eval Time (s)=158.5852025.080.52481.8
ModernNCATuning status=Default, Avg. Fit Time (s)=777.194, Avg. Eval Time (s)=23.2302025.080.53483.3
TabPFNv2Chunking=true, Avg. Fit Time (s)=11.524, Avg. Eval Time (s)=63.7482025.080.53482.6
CatBoostTuning status=Tuned, Ensembling=Extra, Avg. Fit Time (s)=34537.203, Avg. Eval Time (s)=6.3702025.080.53884.5
CatBoostTuning status=Tuned, Avg. Fit Time (s)=34537.203, Avg. Eval Time (s)=0.7792025.080.53884.5
CatBoostTuning status=Default, Avg. Fit Time (s)=262.200, Avg. Eval Time (s)=0.4562025.080.54384.5
TabMTuning status=Default, Avg. Fit Time (s)=331.131, Avg. Eval Time (s)=2.0962025.080.55183.3
KNNTuning status=Default, Avg. Fit Time (s)=1.605, Avg. Eval Time (s)=0.5392025.080.91964.3