Few-shot Action Recognition on SS full v2
74.85-shot AccuracyHR2G-shot
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HR2G-shotPre-training=CLIP-ViT-B, K-way=5-way2025.04 | 74.8 | 65.4 | |
| A2M2-NetPre-training=INet-RN50, K-way=5-way2025.04 | 74.1 | 56.7 | |
| EMP-NetPre-training=CLIP-ViT-B, K-way=5-way2025.04 | 73 | 63.1 | |
| MA-FSARPre-training=CLIP-ViT-B, K-way=5-way2025.04 | 72.3 | 63.3 | |
| CLIP-FSARPre-training=CLIP-ViT-B, K-way=5-way2025.04 | 72.1 | 62.1 | |
| MoLoPre-training=INet-RN50, K-way=5-way2025.04 | 69.6 | 55 | |
| GgHMPre-training=INet-RN50, K-way=5-way2025.04 | 69.2 | 54.5 | |
| HyRSMPre-training=INet-RN50, K-way=5-way2025.04 | 69 | 54.3 | |
| CapFSARPre-training=CLIP-ViT-B, K-way=5-way2025.04 | 68.2 | 51.9 | |
| STRMPre-training=INet-RN50, K-way=5-way2025.04 | 68.1 | 43.1 | |
| HCLPre-training=INet-RN50, K-way=5-way2025.04 | 64.9 | 47.3 | |
| TRXPre-training=INet-RN50, K-way=5-way2025.04 | 64.6 | — | |
| CLIP-FSARPre-training=CLIP-RN50, K-way=5-way2025.04 | 62.8 | 58.1 | |
| TA2NPre-training=INet-RN50, K-way=5-way2025.04 | 61 | 47.6 | |
| MTFANPre-training=INet-RN50, K-way=5-way2025.04 | 60.4 | 45.7 | |
| OTAMPre-training=INet-RN50, K-way=5-way2025.04 | 52.3 | 42.8 | |
| CMNPre-training=INet-RN50, K-way=5-way2025.04 | 48.9 | 36.2 | |
| CLIP-FreezePre-training=CLIP-ViT-B, K-way=5-way2025.04 | 42.4 | 30 |