ResearchBenchmarksVideo Recognition on Temporal Understanding Benchmark Temporal-50 Static-50Follow0.819Top-1 Acc (Temporal-50)ILA0.702520.732760.7630.79324Apr 20, 2023Evaluation ResultsMethodMethodLinksTop-1 Acc (Temporal-50)Top-5 Acc (Temporal-50)Top-1 Acc (Static-50)Temporal Score (TS)ILAPre-training=CLIP-400M...Pre-training=CLIP-400M, Backbone=ViT-B/16, Frames=8f2023.040.8190.9740.7586.1X-CLIPPre-training=CLIP-400M...Pre-training=CLIP-400M, Backbone=ViT-B/16, Frames=8f2023.040.7590.9410.7362.3EVLPre-training=CLIP-400M...Pre-training=CLIP-400M, Backbone=ViT-B/16, Frames=8f2023.040.7070.9250.6832.4