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Verification on VerifyBench Hard 1.0 (test)

91.9Mean@3 Accuracy

CoSineVerifier-Tool-4B

Updated 4d ago

Evaluation Results

Method	Links
CoSineVerifier-Tool-4B 2025.12		91.9
CoSineVerifier-32B 2025.12		90
CompassVerifier-32B 2025.12		88.9
o3 2025.12		88.7
Qwen3-235B-A22B-2507 2025.12		87.7
CompassVerifier-32B (CoT) 2025.12		86.5
Gemini2.5-Flash 2025.12		86
CoSineVerifier-4B 2025.12		85.4
Qwen3-32B 2025.12		85.2
CompassVerifier-7B 2025.12		85.2
GPT-oss-20B 2025.12		84.7
GPT-4o 2025.12		84.6
Qwen3-4B-Instruct-2507 2025.12		84.1
Qwen3-8B 2025.12		83.6
XVerify-8B-I 2025.12		83.3
CompassVerifier-7B (CoT) 2025.12		82.6
Qwen3-4B 2025.12		80.3
LLaMA3.3-70B-Instruct 2025.12		77.2