16-shot Image Classification on ImageNet 1k (source)
68.12AccuracyLin. P. w/ PCA and FastICA
Evaluation results
| Method | Links | |
|---|---|---|
| Lin. P. w/ PCA and FastICAEncoder=ViT16, Shots=162024.02 | 68.12 | |
| Lin. P. w/ FastICAEncoder=ViT16, Shots=162024.02 | 67.96 | |
| Lin. P.Encoder=ViT16, Shots=162024.02 | 67.17 | |
| Lin. P. w/ PCA and FastICAEncoder=ViT32, Shots=162024.02 | 62 | |
| Lin. P. w/ FastICAEncoder=ViT32, Shots=162024.02 | 61.94 | |
| Lin. P. w/ FastICAEncoder=RN101, Shots=162024.02 | 61.86 | |
| Lin. P. w/ PCA and FastICAEncoder=RN101, Shots=162024.02 | 61.58 | |
| Lin. P.Encoder=RN101, Shots=162024.02 | 60.98 | |
| Lin. P.Encoder=ViT32, Shots=162024.02 | 60.76 | |
| Lin. P. w/ FastICAEncoder=RN50, Shots=162024.02 | 57.82 | |
| Lin. P. w/ PCA and FastICAEncoder=RN50, Shots=162024.02 | 57.37 | |
| Lin. P.Encoder=RN50, Shots=162024.02 | 55.36 |