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Strategic Reasoning on gamma-Bench

94.87Guessing Performance

FoPO

Updated 3d ago

Evaluation Results

Method	Links
FoPO 2026.04		94.87	50	88.97	20.3	10.94	82.82	86.15	62.01
PPO 2026.04		94.27	49.67	81.12	27	10.21	78.75	84.12	60.73
ArCHer 2026.04		94.25	47.67	76.91	16.6	10.96	88.04	86.07	60.07
ICT 2026.04		94.24	36.33	84.24	13.7	10.61	74.66	81.85	56.52
FoPO 2026.04		94.12	52.33	87.85	32.7	11.76	87.29	84.04	64.3
PPO 2026.04		93.88	43.83	85.79	32.4	11.73	84	83.07	62.1
GRPO 2026.04		93.85	34.5	80.33	22.8	11.31	89.36	82.41	59.22
FoPO 2026.04		93.85	35.33	92.3	26.9	11.36	86.76	85.1	61.66
PPO 2026.04		93.83	38.5	79.1	22.5	11.38	91.17	82.87	59.91
ArCHer 2026.04		93.83	42	80.15	30.1	11.16	80.67	85.77	60.53
ArCHer 2026.04		93.71	37	84.42	26.7	11.06	89	80.29	60.31
GR.FoPO 2026.04		93.62	35.33	87.25	24.7	11.82	93.5	84.25	61.5
ICT 2026.04		92.39	40.33	84.24	32.3	11.22	79.54	83.21	60.46
ICT 2026.04		91.98	30.5	78.68	18.6	11.41	76.48	81.18	55.55
FoPO 2026.04		89.59	67.83	60.36	89.1	11.3	29.42	67.4	59.29
ArCHer 2026.04		87.88	67.17	58.34	88.1	10.43	19.35	66.82	56.87
ICT 2026.04		86.64	68.17	51.38	72.2	10.09	19.08	67.08	53.52
GR.FoPO 2026.04		84.57	71.67	66.46	94.7	18.51	29.09	49.57	59.22
ArCHer 2026.04		84.48	67.33	65.81	94.7	16.7	18.05	48.62	56.53
FoPO 2026.04		84.3	69.33	71.65	95.2	20.84	24.6	47.96	59.13
ICT 2026.04		83.89	66.67	59.32	95.71	16.42	16.32	44.4	54.68
PPO 2026.04		83.25	67.17	69.75	95.3	17.31	17.67	46.25	56.67
PPO 2026.04		83.16	67.67	55.23	89.7	10.41	21.57	65.35	56.16
GRPO 2026.04		82.99	69	68.82	96.1	20.31	18.78	47.4	57.63
FoPO 2026.04		80.47	72.83	64.61	98.4	13.27	32.94	58.05	60.08
ArCHer 2026.04		78.78	73.83	57.17	93.4	10.35	21.49	46.19	54.46
PPO 2026.04		78.29	72	60.99	97.8	12.51	25.8	49.58	56.71
ICT 2026.04		77.13	71.13	62.81	91.8	11.96	22.94	46.16	54.85