ResearchBenchmarksPhase Recognition on MultiBypass140 (StrasByPass70)Follow56.11Phase F1ASOT0.979615.292329.60543.9177Feb 27, 2026Evaluation ResultsMethodMethodLinksPhase F1ASOTProtocol=Annotation-freeProtocol=Annotation-free2026.0256.11TASOTProtocol=Annotation-freeProtocol=Annotation-free2026.0252.3PeskaVLPProtocol=Zero-shotProtocol=Zero-shot2026.0228.6HecVLProtocol=Zero-shotProtocol=Zero-shot2026.0218.3CLIP-SVLProtocol=Zero-shotProtocol=Zero-shot2026.028.6SurgVLPProtocol=Zero-shotProtocol=Zero-shot2026.026.9MIL-NCEProtocol=Zero-shotProtocol=Zero-shot2026.023.1