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Tabular Prediction on TabReD (original temporal splits)

96.34HI AUC

TabM

Updated 4d ago

Evaluation Results

Method	Links
TabM 2025.12		96.34	59.78	85.57	0.2415	0.4796	0.5533	0.1615	1.4813	3.625
TabM 2025.12		96.16	59.51	85.48	0.2469	0.4795	0.5528	0.1615	1.4788	4.25
CatBoost 2025.12		96.12	56.71	85.88	0.2469	0.4824	0.5464	0.1619	1.4715	7
XGBoost 2025.12		96.09	57.64	86.27	0.2475	0.4823	0.5459	0.1616	1.4699	5.625
LightGBM 2025.12		96	56.33	85.8	0.2452	0.4826	0.5474	0.1618	1.4723	7.375
MLP-PLR 2025.12		95.93	58.07	84.72	0.2356	0.4796	0.5548	0.1617	1.5137	6.75
MLP-PLR 2025.12		95.92	58.16	84.48	0.2412	0.4811	0.5533	0.1616	1.5185	7.25
TabM 2025.12		95.9	59.52	85.49	0.2465	0.4799	0.5522	0.161	1.4852	4.625
MLP-PLR 2025.12		95.76	58.24	84.34	0.2353	0.4805	0.5605	0.1616	1.5188	8.625
ModernNCA 2025.12		95.71	57.12	84.87	0.2526	0.4817	0.5523	0.1631	1.4977	10
FT-T 2025.12		95.62	57.91	53.01	0.26	0.4814	0.5534	0.1627	1.5155	11.125
MLP 2025.12		95.38	58.32	47.53	0.2658	0.4811	0.5587	0.1623	1.5157	11.25
RandomForest 2025.12		95.37	57.55	79.71	0.2623	0.487	0.5565	0.1653	1.5839	14
TabR 2025.12		95.27	57.27	84.42	0.2676	0.4818	0.5557	0.1625	1.4782	11.625
MLP 2025.12		94.04	58.66	47.3	0.2802	0.482	0.5526	0.1624	1.5331	12.125
MLP 2025.12		93.99	58.77	47.4	0.2795	0.4815	0.5589	0.1625	1.5363	13
Linear 2025.12		93.88	57.31	81.74	0.256	0.4879	0.5587	0.1744	1.7465	14.75