Image Classification on ImageNet Sketch R A V2
48.18Accuracy (V2)LIN. P. w/ FASTICA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LIN. P. w/ FASTICAEncoder=ViT16, Shots=42024.02 | 48.18 | 28.27 | 55.5 | 33.39 | 41.33 | |
| LIN. P. w/ PCA AND FASTICAEncoder=ViT16, Shots=42024.02 | 47.46 | 30.21 | 55.49 | 31.71 | 41.22 | |
| LIN. P.Encoder=ViT16, Shots=42024.02 | 46.06 | 27.58 | 50.76 | 29.24 | 38.41 | |
| LIN. P. w/ PCA AND FASTICAEncoder=ViT32, Shots=42024.02 | 41.09 | 23.72 | 43.48 | 16.77 | 31.27 | |
| LIN. P. w/ FASTICAEncoder=RN101, Shots=42024.02 | 41.02 | 17.49 | 39.33 | 15.25 | 28.27 | |
| LIN. P. w/ FASTICAEncoder=ViT32, Shots=42024.02 | 40.66 | 22.66 | 41.78 | 16.41 | 30.38 | |
| LIN. P. w/ PCA AND FASTICAEncoder=RN101, Shots=42024.02 | 40.25 | 19.26 | 39.71 | 14.75 | 28.49 | |
| LIN. P.Encoder=RN101, Shots=42024.02 | 39.53 | 18.8 | 38.1 | 14.32 | 27.69 | |
| LIN. P.Encoder=ViT32, Shots=42024.02 | 39.53 | 21.51 | 40.94 | 15.99 | 29.49 | |
| LIN. P. w/ FASTICAEncoder=RN50, Shots=42024.02 | 36.07 | 12.75 | 30.15 | 11.64 | 22.65 | |
| LIN. P. w/ PCA AND FASTICAEncoder=RN50, Shots=42024.02 | 35.38 | 12.29 | 28.81 | 9.79 | 21.57 | |
| LIN. P.Encoder=RN50, Shots=42024.02 | 33.67 | 11.55 | 26.27 | 9.67 | 20.29 |