Partial-Label Image Classification on CIFAR-10
96.37AccuracyILL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ILLPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 96.37 | — | — | — | — | |
| ILLPartial Ratio q=0.3, Backbone=ResNet-182023.05 | 96.26 | — | — | — | — | |
| ILLPartial Ratio q=0.5, Backbone=ResNet-182023.05 | 95.91 | — | — | — | — | |
| Fully-SupervisedSupervision Type=Fully-Supervised, Backbone=ResNet-182023.05 | 94.91 | — | — | — | — | |
| PiCOPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 94.39 | — | — | — | — | |
| PiCOPartial Ratio q=0.3, Backbone=ResNet-182023.05 | 94.18 | — | — | — | — | |
| PiCOPartial Ratio q=0.5, Backbone=ResNet-182023.05 | 93.58 | — | — | — | — | |
| LWSPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 90.3 | — | — | — | — | |
| PRODENPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 90.24 | — | — | — | — | |
| PRODENPartial Ratio q=0.3, Backbone=ResNet-182023.05 | 89.38 | — | — | — | — | |
| LWSPartial Ratio q=0.3, Backbone=ResNet-182023.05 | 88.99 | — | — | — | — | |
| PRODENPartial Ratio q=0.5, Backbone=ResNet-182023.05 | 87.78 | — | — | — | — | |
| LWSPartial Ratio q=0.5, Backbone=ResNet-182023.05 | 86.16 | — | — | — | — | |
| CCPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 82.3 | — | — | — | — | |
| MSEPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 79.97 | — | — | — | — | |
| EXPPartial Ratio q=0.1, Backbone=ResNet-182023.05 | 79.23 | — | — | — | — | |
| CCPartial Ratio q=0.3, Backbone=ResNet-182023.05 | 79.08 | — | — | — | — | |
| EXPPartial Ratio q=0.3, Backbone=ResNet-182023.05 | 75.79 | — | — | — | — | |
| MSEPartial Ratio q=0.3, Backbone=ResNet-182023.05 | 75.65 | — | — | — | — | |
| CCPartial Ratio q=0.5, Backbone=ResNet-182023.05 | 74.05 | — | — | — | — | |
| EXPPartial Ratio q=0.5, Backbone=ResNet-182023.05 | 70.34 | — | — | — | — | |
| MSEPartial Ratio q=0.5, Backbone=ResNet-182023.05 | 67.09 | — | — | — | — | |
| PRODENClassifier=ResNet-322022.02 | — | 82.09 | 81.7 | 80.72 | 76.24 | |
| PRODEN + OursClassifier=ResNet-322022.02 | — | 89.77 | 88.01 | 86.04 | 80.57 |