Policy Selection on Policy Selection Benchmark benchmark leaderboard · SOTA2 Research

Policy Selection on Policy Selection Benchmark

94nDCG@1GEARS

Evaluation Results

Method	Links
GEARS2026.02		94	96	96	94	60	37	0.82	56	94	95	86	94
GEARS2026.02		87	91	91	87	57	35	0.72	53	89	90	77	87
Code-as-Action2026.02		77	87	87	77	52	33	0.59	45	84	88	68	77
CoT2026.02		68	80	83	68	44	30	0.31	43	73	82	57	68
Self-Refine2026.02		61	78	80	61	44	31	0.34	37	74	83	50	61
Naive2026.02		57	70	74	57	39	28	0.2	36	67	77	44	57
Self-Consistency2026.02		57	74	76	57	39	28	0.13	33	67	78	37	57
GEARS2026.02		40	42	42	40	18	11	0.8	24	32	32	26	40