ResearchBenchmarksConcept Detection on PascalConcept Detection on PascalFollow66.2F1 ScoreSuperAct38.74445.8725360.128Dec 4, 2025Evaluation resultsMethodMethodLinksF1 ScoreSuperActBackbone=CLIP (92% depth)Backbone=CLIP (92% depth)2025.1266.2MeanTokBackbone=CLIP (92% depth)Backbone=CLIP (92% depth)2025.1260.1CLSBackbone=CLIP (92% depth)Backbone=CLIP (92% depth)2025.1257LastTokBackbone=CLIP (92% depth)Backbone=CLIP (92% depth)2025.1240.4RandTokBackbone=CLIP (92% depth)Backbone=CLIP (92% depth)2025.1239.8