Generalized Few-Shot Learning on tiered-ImageNet
83.06Novel AccuracyMVCN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MVCNShots=10-shot2022.11 | 83.06 | 67.46 | 75.26 | |
| MVCNShots=5-shot2022.11 | 79.59 | 66.3 | 72.34 | |
| LCwoFShots=10-shot2022.11 | 79.2 | 61.76 | 70.57 | |
| XtarNetShots=10-shot2022.11 | 78.36 | 63.08 | 70.72 | |
| XtarNetShots=5-shot2022.11 | 74.49 | 63.13 | 68.81 | |
| IWShots=10-shot2022.11 | 74.01 | 61.67 | 65.5 | |
| DFSLShots=10-shot2022.11 | 73.97 | 56.94 | 65.46 | |
| IWShots=5-shot2022.11 | 71.85 | 56.11 | 63.98 | |
| AANShots=10-shot2022.11 | 70.88 | 57.49 | 64.18 | |
| LCwoFShots=5-shot2022.11 | 69.05 | 63.44 | 66.25 | |
| DFSLShots=5-shot2022.11 | 67.94 | 39.08 | 53.51 | |
| MVCNShots=1-shot2022.11 | 62.11 | 61.23 | 61.67 | |
| XtarNetShots=1-shot2022.11 | 58.9 | 64.02 | 61.46 | |
| AANShots=5-shot2022.11 | 57.76 | 64.13 | 60.95 | |
| LCwoFShots=1-shot2022.11 | 57.13 | 60.39 | 58.76 | |
| AANShots=1-shot2022.11 | 54.39 | 55.85 | 55.12 | |
| DFSLShots=1-shot2022.11 | 47.32 | 36.1 | 41.71 | |
| IWShots=1-shot2022.11 | 44.95 | 62.53 | 53.74 |