ResearchBenchmarksAction Recognition on SurgVisDom Hard Domain AdaptationAction Recognition on SurgVisDom Hard Domain AdaptationFollow64.2Weighted F1CauCLIP44.23249.41654.659.784Feb 6, 2026Evaluation resultsMethodMethodLinksWeighted F1Unweighted F1Global F1Balanced AccCauCLIPBackbone=CLIP ViT-B/16Backbone=CLIP ViT-B/162026.0264.248.770.865.1SDA-CLIP2026.0263.244.270.446.8Vit-B/162026.0251.838.856.452.4ResNet-502026.0249.735.558.342.5Parakeet2026.024726.647.555.9SK2026.024622.53736.9Rand2026.024520.732.732.7