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Tabular Prediction on TabArena all 51 datasets

1,800Elo Rating

TabPFN-3-Thinking

Updated 23h ago

Evaluation Results

Method	Links
TabPFN-3-Thinking 2026.05		1,800	13.2	4.7	-	-	-	-	-
AutoGluon 1.5 2026.05		1,695	5.8	5.7	-	-	-	-	-
TabPFN-3 2026.05		1,677	6.3	6.9	-	-	-	-	-
TabPFN-2.6 2026.05		1,623	1.3	8.7	-	-	-	-	-
RealTabPFN-2.5 2026.05		1,602	2.1	8.3	-	-	-	-	-
TabICLv2 2026.05		1,599	5.3	7.7	-	-	-	-	-
RealTabPFN-2.5 2026.05		1,559	1.4	9.1	-	-	-	-	-
AutoGluon 1.3 2025.08		1,536	7	6.4	0.604	7.9	3.3	1,453.27	3.15
RealTabPFN-2.5 2026.05		1,526	0.9	9.5	-	-	-	-	-
RealMLP 2026.05		1,514	0.5	11.2	-	-	-	-	-
TabDPT 2026.05		1,461	2	11.7	-	-	-	-	-
TabM 2026.05		1,449	1	12.6	-	-	-	-	-
LightGBM 2026.05		1,438	0.1	13.6	-	-	-	-	-
RealMLP 2026.05		1,433	0.4	12.5	-	-	-	-	-
CatBoost 2026.05		1,420	0.1	13.2	-	-	-	-	-
CatBoost 2026.05		1,410	0.5	13.4	-	-	-	-	-
TabDPT 2026.05		1,405	0.7	12.9	-	-	-	-	-
TabM 2026.05		1,392	0.3	13.5	-	-	-	-	-
LightGBM 2026.05		1,390	0	14.3	-	-	-	-	-
XGBoost 2026.05		1,379	0.1	14.4	-	-	-	-	-
CatBoost 2025.08		1,372	0	10	0.37	14.5	8.7	1,665.53	0.07
CatBoost 2026.05		1,371	0.2	14.2	-	-	-	-	-
XGBoost 2026.05		1,354	0	14.7	-	-	-	-	-
TabM 2025.08		1,354	0	9.9	0.369	15.5	8.5	3,133.91	0.13
LightGBM 2025.08		1,353	0	11.1	0.322	15.4	10.6	416.56	0.38
XGBoost 2025.08		1,346	1	11	0.312	15.8	9	700.96	0.21
TabDPT 2026.05		1,326	0.3	15.3	-	-	-	-	-
TabM 2026.05		1,299	0.2	15.7	-	-	-	-	-
RealMLP 2025.08		1,279	0	12.3	0.247	19.1	13.3	6,559.12	0.35
TabICL 2025.08		1,278	4	11.6	0.299	19.3	6.2	6.86	1.52
TabPFNv2 2025.08		1,268	1	12.1	0.303	19.8	6.8	2,942.08	0.26
CustomTabPFNv2 2025.08		1,254	3	12.3	0.308	20.4	6.3	8.67	4.45
RealMLP 2026.05		1,234	0.1	17.1	-	-	-	-	-
TabPFNv2 2025.08		1,227	1	13.1	0.262	22	7.8	3.27	0.32
XGBoost 2026.05		1,215	0	17.5	-	-	-	-	-
LightGBM 2026.05		1,189	0	18	-	-	-	-	-
XGBoost 2025.08		1,184	1	14.3	0.139	24.3	14.3	2.06	0.12
KNN 2025.08		475	0	54.7	0	44.6	44.2	0.05	0.02