Few-Shot Learning on SUN
76AccuracyAPN+TF-VAEGAN
Evaluation results
| Method | Links | |
|---|---|---|
| APN+TF-VAEGANShots=102022.04 | 76 | |
| AnalogyShots=102022.04 | 75.5 | |
| APN+f-VAEGAN-D2Shots=102022.04 | 75.1 | |
| APN+TF-VAEGANShots=52022.04 | 74.1 | |
| TF-VAEGANShots=102022.04 | 74 | |
| APN+f-VAEGAN-D2Shots=52022.04 | 72.4 | |
| f-VAEGAN-D2Shots=102022.04 | 70.9 | |
| ImprintedShots=102022.04 | 70.2 | |
| f-VAEGAN-D2Shots=52022.04 | 70 | |
| APN+TF-VAEGANShots=22022.04 | 69.9 | |
| f-VAEGAN-D2Shots=22022.04 | 69.5 | |
| APN+f-VAEGAN-D2Shots=22022.04 | 69.4 | |
| TF-VAEGANShots=52022.04 | 68.9 | |
| f-VAEGAN-D2Shots=12022.04 | 68.8 | |
| APN+TF-VAEGANShots=12022.04 | 68.8 | |
| TF-VAEGANShots=22022.04 | 68.5 | |
| APN+f-VAEGAN-D2Shots=12022.04 | 68.2 | |
| TF-VAEGANShots=12022.04 | 68.1 | |
| AnalogyShots=52022.04 | 67.6 | |
| ImprintedShots=52022.04 | 62.1 | |
| AnalogyShots=22022.04 | 49 | |
| ImprintedShots=22022.04 | 47.8 | |
| AnalogyShots=12022.04 | 40 | |
| ImprintedShots=12022.04 | 37.9 |