ESZSL

Reported on 5 benchmarks across 1 task

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Zero-Shot Action RecognitiononUCF101
Top-1 Accuracy
15
best: 92.8 (OTI(ViT-L/14))
Zero-Shot Action RecognitiononKinetics
Top-1 Accuracy
22.9
best: 78.1 (TC-CLIP)
Zero-Shot Action RecognitiononKinetics
Top-5 Accuracy
48.3
best: 95.7 (TC-CLIP)
Zero-Shot Action RecognitiononHMDB51
Top-1 Accuracy
18.5
best: 64.7 (MOV (ViT-L/14))
Zero-Shot Action RecognitiononOlympics
Top-1 Accuracy
39.6
best: 68.7 (SPOT)