Action Recognition on UCF-LT
92.7Few-Shot AccuracyCE (Full Dataset)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CE (Full Dataset)Gen.=false2026.06 | 92.7 | 89.4 | 94 | 92 | |
| Gen2BalanceGen.=true2026.06 | 86.7 | 90.3 | 93.4 | 88.9 | |
| Logit Adj.Gen.=false2026.06 | 81.2 | 83.4 | 88.6 | 83.1 | |
| cRTGen.=false2026.06 | 79.7 | 86.2 | 92.3 | 83.8 | |
| LMRGen.=false2026.06 | 79.6 | 84.6 | 94.4 | 83.6 | |
| EWB-FDRGen.=false2026.06 | 78.7 | 86.9 | 92.9 | 83.5 | |
| LiVTGen.=false2026.06 | 78.4 | 85.4 | 93.4 | 82.3 | |
| Li et al.Gen.=true2026.06 | 75.2 | 88.1 | 95.9 | 82.5 | |
| BSCEGen.=false2026.06 | 74.3 | 83 | 88.5 | 79.3 | |
| Sariyildiz et al.Gen.=true2026.06 | 73.1 | 86.4 | 94.3 | 80.6 | |
| CEGen.=false2026.06 | 45.7 | 79.6 | 95.7 | 64 |