Generalized Few-Shot Learning on SUN
46.7AccuracyAPN+TF-VAEGAN
Evaluation results
| Method | Links | |
|---|---|---|
| APN+TF-VAEGANShots=102022.04 | 46.7 | |
| APN+TF-VAEGANShots=52022.04 | 46.1 | |
| APN+f-VAEGAN-D2Shots=102022.04 | 45.9 | |
| APN+f-VAEGAN-D2Shots=52022.04 | 45.5 | |
| TF-VAEGANShots=102022.04 | 45.4 | |
| f-VAEGAN-D2Shots=102022.04 | 44.9 | |
| AnalogyShots=102022.04 | 44.6 | |
| APN+TF-VAEGANShots=12022.04 | 44.3 | |
| APN+f-VAEGAN-D2Shots=22022.04 | 44 | |
| f-VAEGAN-D2Shots=12022.04 | 43.5 | |
| f-VAEGAN-D2Shots=22022.04 | 43.5 | |
| TF-VAEGANShots=12022.04 | 43.3 | |
| f-VAEGAN-D2Shots=52022.04 | 43.2 | |
| APN+f-VAEGAN-D2Shots=12022.04 | 43.1 | |
| TF-VAEGANShots=52022.04 | 42.9 | |
| APN+TF-VAEGANShots=22022.04 | 42.9 | |
| ImprintedShots=102022.04 | 42.5 | |
| AnalogyShots=52022.04 | 42.4 | |
| ImprintedShots=52022.04 | 42.4 | |
| TF-VAEGANShots=22022.04 | 42.3 | |
| AnalogyShots=22022.04 | 39.6 | |
| ImprintedShots=22022.04 | 38.9 | |
| ImprintedShots=12022.04 | 37.7 | |
| AnalogyShots=12022.04 | 37.5 |