ResearchBenchmarksPhase Recognition on MultiBypass140 BernByPass70Phase Recognition on MultiBypass140 BernByPass70Follow0.271Phase F1 ScoreTASOT0.0110.07850.1460.2135Feb 27, 2026Evaluation resultsMethodMethodLinksPhase F1 ScoreTASOTProtocol=Annotation-freeProtocol=Annotation-free2026.020.271ASOTProtocol=Annotation-freeProtocol=Annotation-free2026.020.2698PeskaVLPProtocol=Zero-shotProtocol=Zero-shot2026.020.226HecVLProtocol=Zero-shotProtocol=Zero-shot2026.020.136SurgVLPProtocol=Zero-shotProtocol=Zero-shot2026.020.072CLIP-SVLProtocol=Zero-shotProtocol=Zero-shot2026.020.071MIL-NCEProtocol=Zero-shotProtocol=Zero-shot2026.020.021