Few-shot classification on Shapes3D
100Accuracy (Few-Shot)Supervised-All
Evaluation results
| Method | Links | |
|---|---|---|
| Supervised-AllShots=10-Shot2025.03 | 100 | |
| Supervised-OracleShots=5-Shot2025.03 | 100 | |
| Supervised-OracleShots=10-Shot2025.03 | 100 | |
| Supervised-AllShots=5-Shot2025.03 | 99.9 | |
| PsCoShots=5-Shot2025.03 | 97.6 | |
| DRESSShots=10-Shot2025.03 | 97.1 | |
| CACTUS-DCShots=10-Shot2025.03 | 93.5 | |
| DRESSShots=5-Shot2025.03 | 93.1 | |
| PsCoShots=10-Shot2025.03 | 91.4 | |
| CACTUS-DINOShots=10-Shot2025.03 | 89.3 | |
| FSDAShots=10-Shot2025.03 | 87.8 | |
| CACTUS-DCShots=5-Shot2025.03 | 86.8 | |
| CACTUS-DINOShots=5-Shot2025.03 | 80.6 | |
| PTFTShots=10-Shot2025.03 | 71.6 | |
| Supervised-OriginalShots=10-Shot2025.03 | 70.3 | |
| FSDAShots=5-Shot2025.03 | 65.7 | |
| Supervised-OriginalShots=5-Shot2025.03 | 62 | |
| Meta-GMVAEShots=10-Shot2025.03 | 59.6 | |
| Meta-GMVAEShots=5-Shot2025.03 | 59.1 | |
| PTFTShots=5-Shot2025.03 | 57.9 |