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Mathematical Reasoning on TabMWP (accuracy)

97.2Accuracy

NPG-Muse-8B

Updated 4d ago

Evaluation Results

Method	Links
NPG-Muse-8B 2025.08		97.2
Qwen2.5-14B-Instruct-1M 2025.08		96.9
GPT-4 2024.05		95.9
GPT-4 (Code Interpreter) 2024.02		95.9
Ori-SFT 2025.06		93.9
AbstRaL 2025.06		93.9
Qwen3-14B-Base 2025.08		93.2
CoA 2025.06		92.9
GPT-4 2024.05		90.8
NPG-Muse-7B 2025.08		89.9
CoT-RL 2025.06		89.2
JiuZhang3.0 2024.05		84.7
Qwen3-8B-Base 2025.08		84
ChatGPT 2024.05		82
Qwen-1.5 2024.05		80.5
ChatGPT 2024.05		79.9
JiuZhang3.0-8B 2024.05		79.9
JiuZhang3.0 2024.05		79.2
Qwen2.5-7B-Instruct-1M 2025.08		78.4
JiuZhang3.0-7B 2024.05		75.6
MAmmoTH2 2024.05		75.1
JiuZhang3.0 2024.05		74.8
COMT 2026.01		74.3
OpenMath-CodeLlama 2024.02		74.2
COMT+CCRL 2026.01		74.2
ToRA 2024.02		74
FEW-SHOT 2026.01		73.9
QWEN3-8B 2026.01		73.9
COMT 2026.01		73.6
COMT+CCRL 2026.01		72.8
CoT-SFT 2026.01		71.5
OpenMath-Llama2 2024.02		70.8
DeepSeekMath 2024.05		70.5
ToRA 2024.02		70.5
FEW-SHOT 2026.01		70.4
QWEN2.5-7B 2026.01		70.4
Base LLM 2026.01		70.4
Base LLM 2026.01		70.4
FEW-SHOT 2026.01		70.3
QWEN3-4B 2026.01		70.3
Base LLM 2026.01		70.3
Base LLM 2026.01		70.3
FSLR 2026.01		70.2
Rho-1-Math-7B-Code 2024.05		70.1
OpenMath-Mistral-7B 2024.05		70
OpenMath-Mistral-7B 2024.02		70
CoT-SFT 2026.01		70
ZERO-SHOT 2026.01		69.9
DeepSeek-Math 2026.01		69.9
DeepSeek-Math 2026.01		69.9
DeepSeek-Math 2026.01		69.9
DeepSeekMath 2024.05		69.8
COT-SFT 2026.01		69.7
COMT+CCRL 2026.01		69.6
FSLR 2026.01		69.6
COMT+CCRL 2026.01		69.5
FSLR 2026.01		69.1
COMT 2026.01		68.6
COMT 2026.01		68.6
COT-SFT+RL 2026.01		68.5
COMT+CCRL 2026.01		68.3
LLAMA-3 2024.05		67.5
Mixtral 2024.05		67.3
FSLR 2026.01		67.2
FSLR 2026.01		67.2
FSLR 2026.01		67
FSLR 2026.01		66.7
CoT-SFT 2026.01		66.6
COMT+CCRL 2026.01		66.4
CoT-SFT 2026.01		66.4
ZERO-SHOT 2026.01		66.3
QWEN3-4B 2026.01		66.3
Base LLM 2026.01		66.3
Base LLM 2026.01		66.3
COT-SFT 2026.01		66.1
OpenMath-CodeLlama 2024.02		66
COMT 2026.01		65.7
COT-SFT 2026.01		65.7
ToRA 2024.02		65.4
COT-SFT+RL 2026.01		65.1
FSLR 2026.01		65
CoT-SFT 2026.01		64.8
COMT+CCRL 2026.01		64.7
COT-SFT+RL 2026.01		64.6
COT-SFT 2026.01		64
COT-SFT+RL 2026.01		63.8
Intern-Math 2024.05		63.4
MAmmoTH2 2024.05		62.7
CoT-SFT 2026.01		62.1
COMT 2026.01		61.6
CoT-SFT 2026.01		61.6
COT-SFT+RL 2026.01		61.5
CodeLLama 2024.05		61.4
ZERO-SHOT 2026.01		61.2
QWEN2.5-7B 2026.01		61.2
Base LLM 2026.01		61.2
Base LLM 2026.01		61.2
COT-SFT+RL 2026.01		61.1
Gemma 2024.05		60.9
COMT+CCRL 2026.01		60.7

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