Activity Recognition on UCF-101 (first split test)
72.4Top-1 AccuracyVicTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VicTRbackbone=B/16, zero-shot=true, #Frames=322023.04 | 72.4 | 0.3 | |
| X-CLIPzero-shot=true, #Frames=322023.04 | 72 | 2.3 | |
| ActionCLIPzero-shot=true, #Frames=322023.04 | 58.3 | 3.4 | |
| ER-ZSARzero-shot=true2023.04 | 51.8 | 2.9 | |
| E2Ezero-shot=true, #Frames=162023.04 | 48 | — | |
| TS-GCNzero-shot=true, #Frames=162023.04 | 34.2 | 3.1 | |
| ASRzero-shot=true, #Frames=162023.04 | 24.4 | 1 | |
| URzero-shot=true, #Frames=12023.04 | 17.5 | 1.6 | |
| MTEzero-shot=true, #Frames=162023.04 | 15.8 | 1.3 | |
| ZSECOCzero-shot=true2023.04 | 15.1 | 1.7 |