5-way Few-Shot Image Classification on FC-100
37.88Acc (5, 1)HMS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HMSBackbone=ResNet, Trials=10,0002020.11 | 37.88 | 53.68 | 65.14 | 69.15 | |
| BaselineBackbone=ResNet, Trials=10,0002020.11 | 37.31 | 51.62 | 61.8 | 65.54 | |
| TSP-HeadBackbone=ResNet, Trials=10,0002020.11 | 36.83 | 51.78 | 62.73 | 66.56 | |
| CACTUSBackbone=ResNet, Trials=10,000, SES+SNS=true2020.11 | 36.79 | 48.6 | 55.52 | 57.85 | |
| CUMCABackbone=ResNet, Trials=10,000, SES+SNS=true2020.11 | 36.15 | 50.04 | 59.61 | 62.89 | |
| CACTUSBackbone=ResNet, Trials=10,0002020.11 | 35.91 | 47.29 | 53.89 | 55.94 | |
| MoCHiBackbone=ResNet, Trials=10,0002020.11 | 35.51 | 46.95 | 54.52 | 57.14 | |
| SimCLRBackbone=ResNet, Trials=10,0002020.11 | 34.69 | 47.07 | 54.87 | 57.54 | |
| CUMCABackbone=ResNet, Trials=10,0002020.11 | 33 | 47.41 | 56.66 | 58.68 | |
| MoCo-v2Backbone=ResNet, Trials=10,0002020.11 | 32.86 | 44.08 | 51.55 | 54.15 | |
| VanillaBackbone=ResNet, Trials=10,0002020.11 | 32.81 | 42.17 | 51.6 | 55.02 |