Few-shot Image Classification on ImageNet Transfer Learning Suite (20-Shot, test)
48.15Accuracy (Aircraft)PIRL
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PIRLRegime=20-Shot2021.10 | 48.15 | 90.01 | 55.2 | 67.87 | 73.27 | 82.83 | 92.89 | 69.72 | 83.26 | 92.54 | 75.52 | |
| InsDisRegime=20-Shot2021.10 | 47.44 | 88.32 | 54.37 | 67.6 | 72.79 | 82.37 | 92.98 | 69.49 | 82.84 | 90.08 | 74.82 | |
| MoCo-v1Regime=20-Shot2021.10 | 47.08 | 90.81 | 51.98 | 64.01 | 69.72 | 83.26 | 92.54 | 70.12 | 83.78 | 90 | 74.33 | |
| PCLRegime=20-Shot2021.10 | 44.72 | 92.42 | 47.55 | 69.13 | 70.95 | 79.55 | 81.82 | 67.57 | 92.3 | 90.25 | 73.63 | |
| IP-IRMRegime=20-Shot2021.10 | 43.92 | 95.77 | 57.59 | 76.43 | 81.56 | 86.69 | 94.03 | 74.81 | 92.35 | 94.19 | 79.73 | |
| MoCo-v2Regime=20-Shot2021.10 | 42.57 | 95.75 | 57.3 | 73.99 | 79.2 | 86.83 | 93.15 | 73.64 | 91.59 | 93.85 | 78.78 |