Action Recognition on UCF101 meta (test)
99.35-shot AccuracyTSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TSAMPre-training=CLIP-ViT-B2026.05 | 99.3 | 98.3 | |
| STARPre-training=CLIP-ViT-B2026.05 | 99.3 | 98.5 | |
| CLIP-FSARPre-training=CLIP-ViT-B2026.05 | 99.1 | 97 | |
| STARPre-training=CLIP-RN502026.05 | 98.2 | 94.1 | |
| SA-CT(ViT)Pre-training=INet-ViT-B2026.05 | 98 | — | |
| MVP-ShotPre-training=CLIP-RN502026.05 | 97.6 | 92.2 | |
| TSAMPre-training=CLIP-RN502026.05 | 97.5 | 93.5 | |
| MGCSMPre-training=INet-RN502026.05 | 97.1 | 86.5 | |
| CLIP-FSARPre-training=CLIP-RN502026.05 | 97 | 92.4 | |
| SA-CTPre-training=INet-RN502026.05 | 96.4 | 85.4 | |
| TRXPre-training=INet-RN502026.05 | 96.1 | — | |
| SPRNPre-training=INet-RN502026.05 | 95.8 | 86.5 | |
| AmeFuNetPre-training=INet-RN502026.05 | 95.5 | 85.1 | |
| MoLoPre-training=INet-RN502026.05 | 95.5 | 86 | |
| HyRSMPre-training=INet-RN502026.05 | 94.7 | 83.9 |