Few-shot Image Classification on CIFAR-FS (test)
32.1Worst AccuracyMetaOptNet-Ridge
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MetaOptNet-RidgeShots=10-shot2021.10 | 32.1 | 86.82 | 93.89 | |
| R2D2Shots=10-shot2021.10 | 29.3 | 85.74 | 93.41 | |
| ProtoNetsShots=10-shot2021.10 | 27.32 | 82.95 | 91.44 | |
| MAMLShots=10-shot2021.10 | 26.26 | 70.88 | 85.81 | |
| MetaOptNet-SVMShots=10-shot2021.10 | 22.24 | 87.11 | 93.56 | |
| ProtoNetsShots=5-shot2021.10 | 18.28 | 80.06 | 90.41 | |
| MCShots=10-shot2021.10 | 16.95 | 70.62 | 87.81 | |
| MetaOptNet-RidgeShots=5-shot2021.10 | 16.81 | 84.18 | 93.15 | |
| MetaOptNet-SVMShots=5-shot2021.10 | 14.92 | 83.98 | 93.36 | |
| R2D2Shots=5-shot2021.10 | 14.73 | 82.29 | 92.34 | |
| MAMLShots=5-shot2021.10 | 13.88 | 70.45 | 85.15 | |
| MCShots=5-shot2021.10 | 9.29 | 70.23 | 85.22 | |
| R2D2Shots=1-shot2021.10 | 6.14 | 68.86 | 86.63 | |
| MAMLShots=1-shot2021.10 | 5.91 | 56.52 | 80.04 | |
| MetaOptNet-SVMShots=1-shot2021.10 | 5.27 | 70.79 | 87.65 | |
| MetaOptNet-RidgeShots=1-shot2021.10 | 5.17 | 71.21 | 87.4 | |
| ProtoNetsShots=1-shot2021.10 | 5.06 | 63.8 | 84.88 | |
| MCShots=1-shot2021.10 | 4.73 | 47.76 | 69.81 |