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ResearchFormerly WizWand

Verification on VerifyBench 1.0 (test)

96.6m@3 AccuracyCoSineVerifier-Tool-4B
92.02493.21294.495.588Dec 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CoSineVerifier-Tool-4BVerifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=95.32025.1296.6
CompassVerifier-32BVerifier Type=Labeling Verifier, Avg. Tokens=12025.1296.3
o3Verifier Type=CoT Verifier, Model Access Category=Closed-source, Avg. Tokens=206.72025.1296.1
GPT-4oVerifier Type=CoT Verifier, Model Access Category=Closed-source, Avg. Tokens=192.42025.1296
Gemini2.5-FlashVerifier Type=CoT Verifier, Model Access Category=Closed-source, Avg. Tokens=1932025.1296
CompassVerifier-32B (CoT)Verifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=2132025.1295.9
CoSineVerifier-4BVerifier Type=Labeling Verifier, Avg. Tokens=12025.1295.7
CoSineVerifier-32BVerifier Type=Labeling Verifier, Avg. Tokens=12025.1295.7
LLaMA3.3-70B-InstructVerifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=347.32025.1294.8
Qwen3-32BVerifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=798.82025.1294.7
Qwen3-4B-Instruct-2507Verifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=869.72025.1294.7
Qwen3-235B-A22B-2507Verifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=1885.32025.1294.4
Qwen3-8BVerifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=926.62025.1293.7
CompassVerifier-7B (CoT)Verifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=234.72025.1293.5
CompassVerifier-7BVerifier Type=Labeling Verifier, Avg. Tokens=12025.1293.5
Qwen3-4BVerifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=1156.72025.1292.6
XVerify-8B-IVerifier Type=Labeling Verifier, Avg. Tokens=12025.1292.5
GPT-oss-20BVerifier Type=CoT Verifier, Model Access Category=Open-source, Avg. Tokens=2212025.1292.2