Long-context Reasoning on Long-context Reasoning Suite (test) benchmark leaderboard · SOTA2 Research

Long-context Reasoning on Long-context Reasoning Suite (test)

74.91Average ScoreQwen3.5-35B-A3B

Evaluation Results

Method	Links
Qwen3.5-35B-A3B2026.05		74.91	68.87	59.44	74.88	97.37	78.72	70.2
GPT-52026.05		74.74	67.62	62.82	84.59	77.29	81.56	73.7
Gemini-2.5-Pro2026.05		72.4	62.38	65.72	74.51	79.92	80.62	71.28
QwenLong-L1.5 (w. AEPO)2026.05		71.2	66.4	55.2	74.5	82.5	80.9	67.7
GoLongRL-30B-A3B (w. GRPO)2026.05		69.8	65.3	55.1	74.5	81.6	73.6	68.7
Qwen3-Max-Thinking-Preview2026.05		69.43	64.12	57.89	77.93	71.24	74.69	70.71
Qwen3.5-4B2026.05		68.81	65.87	45.92	70.87	96.09	70.52	63.6
Gemini-2.5-Flash-Thinking2026.05		68.73	64.75	56.77	65.78	78.84	79.38	66.86
DeepSeek-R1-05282026.05		68.67	63.44	59.48	76.86	64.88	77.5	69.9
Qwen3-235B-A22B-Thinking-25072026.05		68.45	65.75	57.46	75.12	66.17	75.31	70.9
QwenLong-L1.5 (w. GRPO)2026.05		67.2	65.1	55.3	71.4	66.9	76.9	67.9
GoLongRL-4B (w. GRPO)2026.05		62.2	62.5	45.5	66.6	67.5	65.1	65.9
Qwen3-30B-A3B-Thinking-25072026.05		60.1	63.3	48.7	70.2	41.6	70.5	66.5
QwenLong-L1.5 (w. AEPO)2026.05		59.4	62.5	47.9	67.4	47.9	64.7	65.8
GPT-OSS-120B2026.05		58.55	61.25	47.01	72.69	39.68	64.38	66.3
GPT-5-Nano2026.05		57.06	63.88	43.74	73.54	43.88	50.31	67.1
QwenLong-L1.5 (w. GRPO)2026.05		56.1	61.3	44.3	67.1	40.9	58.8	64.1
Qwen3-4B-Thinking-25072026.05		53	61	40.2	64.4	38.4	49.9	64