ResearchBenchmarksMulti-label Classification on COCOMulti-label Classification on COCOFollow59.43mAPUNCHA46.305249.712653.1256.5274Mar 23, 2026Evaluation resultsMethodMethodLinksmAPUNCHABackbone=ViT-B/16, Zer...Backbone=ViT-B/16, Zero-shot=true2026.0359.43HyCoCLIPBackbone=ViT-B/16, Zer...Backbone=ViT-B/16, Zero-shot=true2026.0358.12MERUBackbone=ViT-B/16, Zer...Backbone=ViT-B/16, Zero-shot=true2026.0354.39CLIPBackbone=ViT-B/16, Zer...Backbone=ViT-B/16, Zero-shot=true2026.0353.94ATMGBackbone=ViT-B/16, Zer...Backbone=ViT-B/16, Zero-shot=true2026.0346.81