Mathematical Reasoning on MATH500, AIME24, AIME25, AMC23 benchmark leaderboard · SOTA2 Research

Mathematical Reasoning on MATH500, AIME24, AIME25, AMC23

91.5MATH500 ScoreDS-Qwen-7B + LaneRoPE(NTK*)

Evaluation Results

Method	Links
DS-Qwen-7B + LaneRoPE(NTK*)2026.05		91.5	46.5	33.3	84.2	63.9
DS-Qwen-7B + LaneRoPE(NTK*)2026.05		90.7	46.3	33.6	85.9	64.1
DS-Qwen-7B + LaneRoPE(NTK*)2026.05		90.5	44.4	34.4	82.7	63
DS-Qwen-7B + Bridge2026.05		89.4	40	33.2	85	61.9
DS-Qwen-7B + LaneRoPE(NTK*)2026.05		89	36	29.1	75.9	57.5
DS-Qwen-7B + Bridge2026.05		88.8	40.5	29.2	81.4	60
DS-Qwen-7B + LaneRoPE(NTK*)2026.05		87.8	34.1	28.5	81.1	57.9
DS-Qwen-7B + LaneRoPE(NTK*)2026.05		87.3	32.6	28.5	76.7	56.3
DS-Qwen-1.5B + Bridge2026.05		87	28.7	27.9	73	54.1
DS-Qwen-1.5B + Bridge2026.05		86.9	32.1	26.6	74.2	54.9
DS-Qwen-1.5B + Bridge2026.05		86.4	33.4	25.5	73.9	54.8
DS-Qwen-7B2026.05		86.3	25.7	26.1	70.2	52.1
DS-Qwen-7B + Bridge2026.05		85.5	39.4	29.4	82.8	59.3
DS-Qwen-7B + LaneRoPE(GT)2026.05		85	27.1	27.9	70.2	52.5
DS-Qwen-1.5B + LaneRoPE(NTK*)2026.05		84.6	26.3	25.6	68.7	51.3
DS-Qwen-1.5B + LaneRoPE(NTK*)2026.05		84.5	28.3	24.6	72.3	52.4
DS-Qwen-7B + LaneRoPE(NTK)2026.05		84.3	28.2	24.1	65.2	50.5
DS-Qwen-1.5B + LaneRoPE(NTK*)2026.05		83.9	26.3	25.2	71.3	51.7
DS-Qwen-1.5B2026.05		79.2	19.4	19.1	56.5	43.5
DS-Qwen-7B + HogWild2026.05		70.4	20.8	21.1	58	21.8
DS-Qwen-1.5B + HogWild2026.05		58.6	7.5	6.6	43.3	27.2
DS-Qwen-1.5B + LaneRoPE(GT)2026.05		43.7	0	0	20.2	16