ResearchBenchmarksNegation on NBvocFollow49AccuracyDCSM19.56827.20934.8542.491Mar 10, 2025Evaluation ResultsMethodMethodLinksAccuracyDCSMTraining Source=coco,...Training Source=coco, Base Model=CLIP ViTB/162025.0349CLIPBackbone=ViT B/32Backbone=ViT B/322025.0338.3CLIPBackbone=ViT B/16Backbone=ViT B/162025.0337.9DCSMTraining Source=synth,...Training Source=synth, Base Model=CLIP ViTB/162025.0335.2SigLIP2025.0329.7NegCLIP2025.0326.5Random Chance2025.0325CoCa2025.0320.8BLIP2025.0320.7