Few-Shot Open-Set Action Recognition on HMDB51
85.17FS AccuracyFR-Disc
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FR-DiscShot=5-s, Way=5-way2026.03 | 85.17 | 76.99 | 87.94 | 89.75 | 80.15 | |
| EOSShot=5-s, Way=5-way, Training Iterations=1K2026.03 | 80.18 | 72.48 | 81.45 | 83.5 | 74.61 | |
| SoftmaxShot=5-s, Way=5-way, Training Iterations=1K2026.03 | 79.68 | 72.4 | 81.79 | 83.33 | 74.26 | |
| GCShot=5-s, Way=5-way, Training Iterations=1K2026.03 | 76.74 | 64.3 | 76.45 | 78.93 | 70.42 | |
| FR-DiscShot=1-s, Way=5-way2026.03 | 72.38 | 68.87 | 77.48 | 80.3 | 68.79 | |
| EOSShot=1-s, Way=5-way, Training Iterations=1K2026.03 | 69.19 | 66.23 | 74.6 | 77.13 | 65.74 | |
| SoftmaxShot=1-s, Way=5-way, Training Iterations=1K2026.03 | 65.29 | 64.44 | 70.76 | 73.87 | 62.23 | |
| GCShot=1-s, Way=5-way, Training Iterations=1K2026.03 | 62.85 | 60.19 | 68.99 | 71.87 | 60.49 |