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ResearchFormerly WizWand

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