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Mathematical Reasoning on (AIME24, AIME25, AMC23, GSM8K, MATH500)

25.9AIME 2024 Score

Qwen2.5-7B + SFT-then-RL

Updated 6d ago

Evaluation Results

Method	Links
Qwen2.5-7B + SFT-then-RL 2026.04		25.9	23.3	59.4	77.4	91.2
Qwen2.5-7B + E3-TIR (Ours) 2026.04		23.2	29.3	64.8	80.4	92.1
Qwen2.5-7B + Zero-RL 2026.04		21.3	27.1	62.1	76.8	90.6
Qwen2.5-3B + E3-TIR (Ours) 2026.04		19	20.8	56	72.3	85.2
Llama3.1-8B + Zero-RL 2026.04		17.2	12.5	53.7	62.5	87.9
Llama3.1-8B + SFT-then-RL 2026.04		16	12.5	52	64	86.1
Llama3.1-8B + E3-TIR (Ours) 2026.04		15.5	20	58.4	65.2	88.2
Qwen2.5-7B + Only SFT 2026.04		14.6	14.1	56.2	71.3	89.6
Qwen2.5-3B + Zero-RL 2026.04		12	13.3	48.7	71.9	85.4
Qwen2.5-3B + SFT-then-RL 2026.04		11.2	16.5	51.8	69.1	85.1
Qwen2.5-7B-Instruct 2026.04		7.5	9.2	50	74.1	89.4
Llama3.1-8B + Only SFT 2026.04		7.5	11.2	34.3	59.3	85.6
Qwen2.5-3B + Only SFT 2026.04		6	10.8	35.6	58.3	81
Qwen2.5-3B-Instruct 2026.04		4.5	8.6	38.3	65.3	81
Llama3.1-8B-Instruct 2026.04		0	1.6	25	46.6	78.3