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Binary Classification on CASIA2.0 image (Out-Of-Domain)

0.6364AccuracyOmniVL-Guard
0.4862240.5252120.56420.603188Feb 11, 2026

Evaluation results

MethodLinks
OmniVL-GuardZero-shot evaluation protocol=Zero-shot OOD (trained on FSFR), Modality=Image2026.020.6364
Qwen3VLZero-shot evaluation protocol=True, Modality=Image2026.020.6088
Llama3.2Zero-shot evaluation protocol=True, Modality=Image2026.020.5817
Fake-VLMZero-shot evaluation protocol=Zero-shot OOD (trained on FSFR), Modality=Image2026.020.5122
D3Zero-shot evaluation protocol=Zero-shot OOD (trained on FSFR), Modality=Image2026.020.492