Generalized Few-Shot Learning on AWA2
96AccuracyAPN+TF-VAEGAN
Evaluation results
| Method | Links | |
|---|---|---|
| APN+TF-VAEGANShots=102022.04 | 96 | |
| APN+f-VAEGAN-D2Shots=102022.04 | 95.6 | |
| APN+TF-VAEGANShots=52022.04 | 94.7 | |
| APN+f-VAEGAN-D2Shots=52022.04 | 94.2 | |
| ImprintedShots=102022.04 | 93.5 | |
| f-VAEGAN-D2Shots=102022.04 | 93.1 | |
| APN+TF-VAEGANShots=22022.04 | 92.8 | |
| APN+f-VAEGAN-D2Shots=22022.04 | 92.4 | |
| f-VAEGAN-D2Shots=52022.04 | 90.5 | |
| APN+TF-VAEGANShots=102022.04 | 90.3 | |
| TF-VAEGANShots=102022.04 | 89.8 | |
| APN+f-VAEGAN-D2Shots=102022.04 | 89.7 | |
| ImprintedShots=52022.04 | 89 | |
| f-VAEGAN-D2Shots=102022.04 | 88.9 | |
| APN+TF-VAEGANShots=52022.04 | 88.6 | |
| ImprintedShots=102022.04 | 88.1 | |
| f-VAEGAN-D2Shots=22022.04 | 87.9 | |
| AnalogyShots=102022.04 | 87.8 | |
| TF-VAEGANShots=52022.04 | 87.7 | |
| APN+TF-VAEGANShots=12022.04 | 87.2 | |
| TF-VAEGANShots=102022.04 | 87.1 | |
| APN+f-VAEGAN-D2Shots=52022.04 | 86.9 | |
| TF-VAEGANShots=52022.04 | 86 | |
| APN+TF-VAEGANShots=22022.04 | 85.9 | |
| f-VAEGAN-D2Shots=52022.04 | 85.6 | |
| TF-VAEGANShots=22022.04 | 84.4 | |
| APN+f-VAEGAN-D2Shots=22022.04 | 83.3 | |
| ImprintedShots=22022.04 | 82.6 | |
| AnalogyShots=52022.04 | 82.4 | |
| APN+f-VAEGAN-D2Shots=12022.04 | 82.1 | |
| AnalogyShots=22022.04 | 81.3 | |
| TF-VAEGANShots=22022.04 | 81.1 | |
| f-VAEGAN-D2Shots=22022.04 | 80.7 | |
| APN+TF-VAEGANShots=12022.04 | 80.1 | |
| TF-VAEGANShots=12022.04 | 77.3 | |
| f-VAEGAN-D2Shots=12022.04 | 75 | |
| TF-VAEGANShots=12022.04 | 74.7 | |
| APN+f-VAEGAN-D2Shots=12022.04 | 74.6 | |
| AnalogyShots=102022.04 | 74.5 | |
| f-VAEGAN-D2Shots=12022.04 | 72.7 | |
| AnalogyShots=52022.04 | 70.7 | |
| ImprintedShots=52022.04 | 70 | |
| ImprintedShots=12022.04 | 66.9 | |
| AnalogyShots=22022.04 | 64.7 | |
| AnalogyShots=12022.04 | 62.5 | |
| AnalogyShots=12022.04 | 55 | |
| ImprintedShots=22022.04 | 50.5 | |
| ImprintedShots=12022.04 | 44.7 |