Mathematical Reasoning on MATH 500 (Sel-AUC, AUROC) benchmark leaderboard · SOTA2 Research

Mathematical Reasoning on MATH 500 (Sel-AUC, AUROC)

0.95Sel-AUCStructU+Self-ConsU

Evaluation Results

Method	Links
StructU+Self-ConsU2026.06		0.95	0.843
StructU+Self-ConsU2026.06		0.948	0.831
StructU+Self-ConsU2026.06		0.947	0.84
Self-ConsU2026.06		0.942	0.816
StructU2026.06		0.936	0.789
StructU+Self-ConsU2026.06		0.936	0.784
StructU+Self-ConsU2026.06		0.934	0.776
StructU2026.06		0.932	0.801
StructU2026.06		0.931	0.813
StructU+Self-ConsU2026.06		0.927	0.767
Self-ConsU2026.06		0.923	0.759
StructU+Self-ConsU2026.06		0.91	0.718
StructU+Self-ConsU2026.06		0.906	0.729
StructU+Self-ConsU2026.06		0.897	0.715
VerbalizedU2026.06		0.891	0.686
StructU2026.06		0.89	0.64
StructU2026.06		0.889	0.652
StructU+Self-ConsU2026.06		0.889	0.882
StructU+Self-ConsU2026.06		0.888	0.876
StructU+Self-ConsU2026.06		0.887	0.873
StructU2026.06		0.886	0.611
VerbalizedU2026.06		0.886	0.645
StructU+Self-ConsU2026.06		0.886	0.87
StructU2026.06		0.885	0.529
VerbalizedU2026.06		0.883	0.715
StructU+Self-ConsU2026.06		0.882	0.853
StructU+Self-ConsU2026.06		0.88	0.871
VerbalizedU2026.06		0.88	0.684
SemanticU2026.06		0.875	0.546
Self-ConsU2026.06		0.871	0.694
Self-ConsU2026.06		0.871	0.817
VerbalizedU2026.06		0.87	0.603
StructU2026.06		0.869	0.582
StructU2026.06		0.868	0.596
SemanticU2026.06		0.86	0.46
Self-ConsU2026.06		0.86	0.839
StructU2026.06		0.859	0.798
StructU2026.06		0.834	0.747
StructU2026.06		0.833	0.754
StructU2026.06		0.821	0.687
SemanticU2026.06		0.819	0.717
SemanticU2026.06		0.81	0.695
SemanticU2026.06		0.783	0.72
StructU2026.06		0.78	0.608
StructU2026.06		0.726	0.609