Few-shot classification on Causal3D
94.4AccuracySupervised-Oracle
Evaluation results
| Method | Links | |
|---|---|---|
| Supervised-OracleShots=10-Shot2025.03 | 94.4 | |
| Supervised-OracleShots=5-Shot2025.03 | 93.5 | |
| Supervised-AllShots=10-Shot2025.03 | 90.4 | |
| Supervised-AllShots=5-Shot2025.03 | 88.8 | |
| DRESSShots=10-Shot2025.03 | 80.4 | |
| DRESSShots=5-Shot2025.03 | 76.4 | |
| PsCoShots=10-Shot2025.03 | 76 | |
| PsCoShots=5-Shot2025.03 | 70.8 | |
| CACTUS-DCShots=10-Shot2025.03 | 69.7 | |
| FSDAShots=10-Shot2025.03 | 67.8 | |
| FSDAShots=5-Shot2025.03 | 66.9 | |
| CACTUS-DCShots=5-Shot2025.03 | 65.7 | |
| Meta-GMVAEShots=10-Shot2025.03 | 63.9 | |
| Meta-GMVAEShots=5-Shot2025.03 | 59.2 | |
| PTFTShots=10-Shot2025.03 | 57.2 | |
| CACTUS-DINOShots=10-Shot2025.03 | 56 | |
| PTFTShots=5-Shot2025.03 | 55.6 | |
| CACTUS-DINOShots=5-Shot2025.03 | 53.9 | |
| Supervised-OriginalShots=10-Shot2025.03 | 52.9 | |
| Supervised-OriginalShots=5-Shot2025.03 | 52.1 |