Activity Recognition on HMDB-51 (first split test)
51Top-1 AccuracyVicTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VicTRbackbone=B/16, zero-shot=true, #Frames=322023.04 | 51 | 1.3 | |
| X-CLIPzero-shot=true, #Frames=322023.04 | 44.6 | 5.2 | |
| ActionCLIPzero-shot=true, #Frames=322023.04 | 40.8 | 5.4 | |
| ER-ZSARzero-shot=true2023.04 | 35.3 | 4.6 | |
| E2Ezero-shot=true, #Frames=162023.04 | 32.7 | — | |
| URzero-shot=true, #Frames=12023.04 | 24.4 | 1.6 | |
| TS-GCNzero-shot=true, #Frames=162023.04 | 23.2 | 3 | |
| ZSECOCzero-shot=true2023.04 | 22.6 | 1.2 | |
| ASRzero-shot=true, #Frames=162023.04 | 21.8 | 0.9 | |
| MTEzero-shot=true, #Frames=162023.04 | 19.7 | 1.6 |