Few-shot Action Recognition on UCF101 (5-way 3-shot)
0.99AccuracyDIST
Evaluation results
| Method | Links | |
|---|---|---|
| DISTPre-training=CLIP-ViT-B2026.02 | 0.99 | |
| CLIP-FSARPre-training=CLIP-ViT-B2026.02 | 0.984 | |
| CLIP-FSARPre-training=CLIP-RN502026.02 | 0.951 | |
| CLIP-FreezePre-training=CLIP-ViT-B2026.02 | 0.943 | |
| MoLoPre-training=INet-RN502026.02 | 0.935 | |
| HyRSMPre-training=INet-RN502026.02 | 0.93 | |
| STRMPre-training=INet-RN502026.02 | 0.927 | |
| TRXPre-training=INet-RN502026.02 | 0.924 | |
| HCLPre-training=INet-RN502026.02 | 0.91 | |
| OTAMPre-training=INet-RN502026.02 | 0.87 |