Few-shot Action Recognition on HMDB51 meta (test)
76AccuracyHyRSM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyRSMShot=5-shot, Way=5-way2022.04 | 76 | — | |
| TRXShot=5-shot, Way=5-way2022.04 | 75.6 | — | |
| HyRSMShot=4-shot, Way=5-way2022.04 | 75.3 | — | |
| TTANShot=5-shot, Way=5-way2022.04 | 74 | — | |
| HyRSMShot=3-shot, Way=5-way2022.04 | 71.7 | — | |
| TRXShot=4-shot, Way=5-way2022.04 | 70.2 | — | |
| HyRSMShot=2-shot, Way=5-way2022.04 | 68.2 | — | |
| OTAMShot=5-shot, Way=5-way2022.04 | 68 | — | |
| OTAMShot=4-shot, Way=5-way2022.04 | 67.2 | — | |
| TRXShot=3-shot, Way=5-way2022.04 | 66.8 | — | |
| OTAMShot=3-shot, Way=5-way2022.04 | 65.7 | — | |
| OTAMShot=2-shot, Way=5-way2022.04 | 63.5 | — | |
| TRXShot=2-shot, Way=5-way2022.04 | 62.5 | — | |
| ARNShot=5-shot, Way=5-way2022.04 | 60.6 | — | |
| HyRSMShot=1-shot, Way=5-way2022.04 | 60.3 | — | |
| TTANShot=1-shot, Way=5-way2022.04 | 57.1 | — | |
| OTAMShot=1-shot, Way=5-way2022.04 | 54.5 | — | |
| TRXShot=1-shot, Way=5-way2022.04 | 53.1 | — | |
| TAMTPre-trained Dataset=K400, Tuned Dataset=UCF, Backbone=ViT-S, Resolution=112 x 1122024.11 | 48.24 | 72.5 | |
| ARNShot=1-shot, Way=5-way2022.04 | 45.5 | — | |
| CDFSL-VPre-trained Dataset=K400, Tuned Dataset=UCF, Backbone=ViT-S, Resolution=112 x 1122024.11 | 32.98 | 51.97 |