5-way Few-shot Action Recognition on Kinetics (test)
92.71-shot AccuracyDIST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DISTPre-training=CLIP-ViT-B2026.02 | 92.7 | 95.5 | |
| MVP-shotPre-training=CLIP-ViT-B2026.02 | 91 | 95.1 | |
| CLIP-FSARPre-training=CLIP-ViT-B2026.02 | 89.7 | 95 | |
| CLIP-FSARPre-training=CLIP-RN502026.02 | 87.6 | 91.9 | |
| CapFSARPre-training=BLIP-ViT-B2026.02 | 84.9 | 93.1 | |
| TEAMPre-training=INet-ViT-B2026.02 | 83.3 | 92.9 | |
| CLIP-FreezePre-training=CLIP-ViT-B2026.02 | 78.9 | 91.9 | |
| Lite-KMDPre-training=INet-RN502026.02 | 75 | 85.7 | |
| MTFANPre-training=INet-RN502026.02 | 74.6 | 87.4 | |
| MoLoPre-training=INet-RN502026.02 | 74 | 85.6 | |
| HyRSMPre-training=INet-RN502026.02 | 73.7 | 86.1 | |
| HCLPre-training=INet-RN502026.02 | 73.7 | 85.8 | |
| CPMPre-training=INet-RN502026.02 | 73.3 | — | |
| OTAMPre-training=INet-RN502026.02 | 73 | 85.8 | |
| TA2NPre-training=INet-RN502026.02 | 72.8 | 85.8 | |
| ProtoNetPre-training=INet-RN502026.02 | 64.5 | 77.9 | |
| ARNPre-training=C3D2026.02 | 63.7 | 82.4 | |
| TRXPre-training=INet-RN502026.02 | 63.6 | 85.9 | |
| STRMPre-training=INet-RN502026.02 | 62.9 | 86.7 | |
| SloshNetPre-training=INet-RN502026.02 | — | 87 |