Few-Shot Open-Set Action Recognition on UCF101
99.28FS AccuracyFR-Disc
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FR-DiscShot=5-s, Way=5-way2026.03 | 99.28 | 91.52 | 98.89 | 99.08 | 92.49 | |
| EOSShot=5-s, Way=5-way, Training Iterations=1K2026.03 | 98.78 | 89.32 | 98.31 | 98.5 | 91.97 | |
| SoftmaxShot=5-s, Way=5-way, Training Iterations=1K2026.03 | 98.32 | 91.25 | 98.03 | 98.32 | 91.57 | |
| FR-DiscShot=1-s, Way=5-way2026.03 | 95.72 | 86.82 | 95.19 | 96.23 | 89.01 | |
| SoftmaxShot=1-s, Way=5-way, Training Iterations=1K2026.03 | 95.04 | 80.59 | 94.55 | 95.04 | 88.31 | |
| EOSShot=1-s, Way=5-way, Training Iterations=1K2026.03 | 94.84 | 81.3 | 95.18 | 95.73 | 88.47 | |
| GCShot=5-s, Way=5-way, Training Iterations=1K2026.03 | 86.33 | 57.49 | 81.91 | 82.99 | 77.43 | |
| GCShot=1-s, Way=5-way, Training Iterations=1K2026.03 | 79.98 | 59.88 | 75.15 | 77.29 | 70.85 |