Domain Adaptive Few-Shot Open-Set Recognition on DomainNet Real to Clipart
0.4064AccuracyMORGAN + DAPN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MORGAN + DAPNShots=5-shot2023.09 | 0.4064 | 0.4145 | |
| DAPNShots=5-shot2023.09 | 0.4047 | 0.3142 | |
| NSAEShots=5-shot2023.09 | 0.3911 | 0.2932 | |
| MetaoptnetShots=5-shot2023.09 | 0.3845 | 0.3077 | |
| DAPNShots=1-shot2023.09 | 0.3844 | 0.2973 | |
| AdaMatchShots=5-shot2023.09 | 0.3791 | 0.3121 | |
| MORGAN + DAPNShots=1-shot2023.09 | 0.3658 | 0.3441 | |
| NSAEShots=1-shot2023.09 | 0.3633 | 0.2825 | |
| MORGANShots=5-shot2023.09 | 0.3625 | 0.3444 | |
| MetaoptnetShots=1-shot2023.09 | 0.3516 | 0.2719 | |
| AdaMatchShots=1-shot2023.09 | 0.3453 | 0.3036 | |
| MORGANShots=1-shot2023.09 | 0.3315 | 0.3243 | |
| PrototypicalNetShots=5-shot2023.09 | 0.3167 | 0.2343 | |
| PrototypicalNetShots=1-shot2023.09 | 0.2815 | 0.2302 | |
| SnaTCHerShots=5-shot2023.09 | 0.2613 | 0.2716 | |
| OCNShots=5-shot2023.09 | 0.2586 | 0.2562 | |
| OCNShots=1-shot2023.09 | 0.2411 | 0.2392 | |
| SnaTCHerShots=1-shot2023.09 | 0.2379 | 0.2517 | |
| PEELERShots=5-shot2023.09 | 0.2252 | 0.2414 | |
| PEELERShots=1-shot2023.09 | 0.1881 | 0.2028 | |
| OpenMaxShots=5-shot2023.09 | 0.1626 | 0.1738 | |
| OpenMaxShots=1-shot2023.09 | 0.1468 | 0.1625 |