Aggregate Reasoning Benchmark (GSM8K, GSM-Hard, MATH, StrategyQA, Bamboogle, Coin, Letter, LB, Headline) (test) benchmark leaderboard · SOTA2 Research

Aggregate Reasoning Benchmark (GSM8K, GSM-Hard, MATH, StrategyQA, Bamboogle, Coin, Letter, LB, Headline) (test)

92.6GSM8K AccuracyRM-Regen

Evaluation Results

Method
RM-Regen2026.03	92.6	41	80.6	83.25	63	85.75	89.33	66.32	75	75.85
RM-Regen2026.03	91.8	38.2	79.4	81.5	60	85	86.67	65.26	74	74.28
Best-of-N2026.03	91.6	36	81	81.25	52	72.5	70.67	72.63	73	71.33
RM-Regen2026.03	90.2	68.6	63.4	77.25	73	85.75	87.33	75.79	73	76.94
Reflexion2026.03	89.8	38.2	80.6	90.25	60	82.75	82	87.37	71	75.48
Reflexion2026.03	89.6	36.2	77.8	85	60	81.25	80.67	81.05	70	73.26
Best-of-N2026.03	89.6	34.2	76.8	77.5	53	72	70.67	64.21	75	69.08
Reflexion2026.03	89.4	37.6	78.8	90.25	60	82	82	82.11	73	74.75
Reflexion2026.03	88.6	34.4	75.4	80.75	59	75.5	76.67	78.95	68	70.46
Reflexion2026.03	88.2	48.8	62.8	73	76	90.5	78.67	91.58	74	73.15
RM-Regen2026.03	88.2	64.2	64.6	78.75	72	85.25	84.67	71.58	71	75.74
Reflexion2026.03	86.2	47.4	64.2	75.5	70	91.5	81.33	92.63	73	73.22
Reflexion2026.03	85.6	45.2	62.25	71	66	88.25	78.67	85.26	72	70.65
RflecEvo2026.03	85.4	32	73.6	71.25	53	67.75	68.67	50.53	62	64.74
Reflexion2026.03	84	44	59	67.75	63	87.25	76	62.11	72	67.87