Few-shot Classification on CUB K=50 (test)
88.6AccuracyUNEM-Gaussian
Evaluation Results
| Method | Links | |
|---|---|---|
| UNEM-GaussianShot=20-shot2024.12 | 88.6 | |
| PADDLEShot=20-shot2024.12 | 86.8 | |
| UNEM-GaussianShot=10-shot2024.12 | 85.3 | |
| alpha-TIMShot=20-shot2024.12 | 83.6 | |
| PADDLEShot=10-shot2024.12 | 81.8 | |
| alpha-TIMShot=10-shot2024.12 | 79.3 | |
| UNEM-GaussianShot=5-shot2024.12 | 78.5 | |
| BaselineShot=20-shot2024.12 | 78.2 | |
| alpha-TIMShot=5-shot2024.12 | 74.3 | |
| PADDLEShot=5-shot2024.12 | 71.2 | |
| LaplacianShotShot=20-shot2024.12 | 71 | |
| alpha-AMShot=20-shot2024.12 | 69.8 | |
| TIMShot=20-shot2024.12 | 69.3 | |
| TIMShot=10-shot2024.12 | 68.9 | |
| alpha-AMShot=10-shot2024.12 | 68.9 | |
| BaselineShot=10-shot2024.12 | 68.8 | |
| TIMShot=5-shot2024.12 | 68.1 | |
| LaplacianShotShot=10-shot2024.12 | 66.5 | |
| alpha-AMShot=5-shot2024.12 | 66.2 | |
| LaplacianShotShot=5-shot2024.12 | 58.8 | |
| BaselineShot=5-shot2024.12 | 58.6 | |
| LR+ICIShot=20-shot2024.12 | 58 | |
| LR+ICIShot=10-shot2024.12 | 55.6 | |
| LR+ICIShot=5-shot2024.12 | 49.9 | |
| PT-MAPShot=20-shot2024.12 | 14.9 | |
| PT-MAPShot=10-shot2024.12 | 14 | |
| PT-MAPShot=5-shot2024.12 | 12.8 |