Model Ranking Correlation Analysis on MathVista benchmark leaderboard · SOTA2 Research

Model Ranking Correlation Analysis on MathVista

0.92Spearman Correlation (10% subset)M3IRT

Evaluation Results

Method	Links
M3IRT2026.03		0.92	0.94	0.93	0.93	0.93
FlashEval2026.03		0.89	0.91	0.91	0.91	0.91
Random2026.03		0.89	0.91	0.92	0.93	0.93
M2IRT2026.03		0.81	0.84	0.88	0.91	0.93
IRT2026.03		0.81	0.88	0.91	0.93	0.94
TinyBenchmarks2026.03		0.79	0.84	0.86	0.88	0.88
MIRT2026.03		0.58	0.67	0.72	0.76	0.81