5-way Few-shot Image Classification on Meta-dataset
98.52mini_test AccuracyFD-Align
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| FD-AlignShot=5-shot, Evaluation Protocol=5-way2023.10 | 98.52 | 93.87 | 83.6 | 73.39 | 78.21 | 94.81 | 98.95 | 81.37 | 82.78 | 73.69 | |
| WiSE-FTShot=5-shot, Evaluation Protocol=5-way2023.10 | 98.44 | 93.41 | 83.31 | 78.11 | 77.66 | 95.26 | 99.06 | 81.08 | 82.78 | 73.28 | |
| FTShot=5-shot, Evaluation Protocol=5-way2023.10 | 98.13 | 92.95 | 82.57 | 77.95 | 77.66 | 93.65 | 98.81 | 81 | 82.11 | 72.28 | |
| FD-AlignShot=1-shot, Evaluation Protocol=5-way2023.10 | 95.04 | 82.38 | 66.05 | 57.32 | 63.45 | 83.81 | 93.5 | 66.05 | 64.49 | 53.83 | |
| FTShot=1-shot, Evaluation Protocol=5-way2023.10 | 94.15 | 80.78 | 64.77 | 62.92 | 63.44 | 80.48 | 93.81 | 68.74 | 63.07 | 53.9 | |
| WiSE-FTShot=1-shot, Evaluation Protocol=5-way2023.10 | 93.55 | 81.16 | 63.55 | 60.84 | 62.64 | 83.56 | 94.16 | 67.28 | 62.54 | 53.1 |