Partial-Label Image Classification on CIFAR-100
75.31AccuracyILL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ILLPartial Ratio q=0.01, Backbone=ResNet-182023.05 | 75.31 | — | — | — | — | |
| ILLPartial Ratio q=0.05, Backbone=ResNet-182023.05 | 74.58 | — | — | — | — | |
| ILLPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 74 | — | — | — | — | |
| Fully-SupervisedSupervision Type=Fully-Supervised, Backbone=ResNet-182023.05 | 73.56 | — | — | — | — | |
| PiCOPartial Ratio q=0.01, Backbone=ResNet-182023.05 | 73.09 | — | — | — | — | |
| PiCOPartial Ratio q=0.05, Backbone=ResNet-182023.05 | 72.74 | — | — | — | — | |
| PiCOPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 69.91 | — | — | — | — | |
| LWSPartial Ratio q=0.01, Backbone=ResNet-182023.05 | 65.78 | — | — | — | — | |
| PRODENPartial Ratio q=0.01, Backbone=ResNet-182023.05 | 62.6 | — | — | — | — | |
| PRODENPartial Ratio q=0.05, Backbone=ResNet-182023.05 | 60.73 | — | — | — | — | |
| LWSPartial Ratio q=0.05, Backbone=ResNet-182023.05 | 59.56 | — | — | — | — | |
| PRODENPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 56.8 | — | — | — | — | |
| LWSPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 53.53 | — | — | — | — | |
| CCPartial Ratio q=0.01, Backbone=ResNet-182023.05 | 49.76 | — | — | — | — | |
| MSEPartial Ratio q=0.01, Backbone=ResNet-182023.05 | 49.17 | — | — | — | — | |
| CCPartial Ratio q=0.05, Backbone=ResNet-182023.05 | 47.62 | — | — | — | — | |
| MSEPartial Ratio q=0.05, Backbone=ResNet-182023.05 | 46.02 | — | — | — | — | |
| EXPPartial Ratio q=0.01, Backbone=ResNet-182023.05 | 44.45 | — | — | — | — | |
| MSEPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 43.81 | — | — | — | — | |
| EXPPartial Ratio q=0.05, Backbone=ResNet-182023.05 | 41.05 | — | — | — | — | |
| CCPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 35.72 | — | — | — | — | |
| EXPPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 29.27 | — | — | — | — | |
| PRODENClassifier=ResNet-322022.02 | — | 48.06 | 46.49 | 47.07 | 46.3 | |
| PRODEN + OursClassifier=ResNet-322022.02 | — | 61.22 | 59.17 | 60.25 | 54.64 |