ResearchBenchmarksMulti-label Classification on Open-Images v4 (7186/400) (unseen)Multi-label Classification on Open-Images v4 (7186/400) (unseen)Follow81.4mAP (Mean Average Precision)nCLIP81.08881.16981.2581.331Oct 17, 2022Evaluation resultsMethodMethodLinksmAP (Mean Average Precision)Precision (K=10)Recall (K=10)F1 Score (K=10)Precision (K=20)Recall (K=20)F1 Score (K=20)nCLIPZero-shot=true, Backbo...Zero-shot=true, Backbone=ViT-B/16, Pre-trained=IT35M2022.1081.4——11.6——6.4xCLIPZero-shot=true, Backbo...Zero-shot=true, Backbone=ViT-B/16, Pre-trained=IT35M2022.1081.2——13.8——7.4CLIPZero-shot=true, Backbo...Zero-shot=true, Backbone=ViT-B/16, Pre-trained=IT35M2022.1081.1——13.4——7.2