Image Classification on DTD original (test)
77.2AccuracyInception v3
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Inception v3Backbone=Inception v32021.02 | 77.2 | -4.096 | -3.261 | 0.746 | — | |
| ResNet-101Backbone=ResNet-1012021.02 | 76.2 | -3.718 | -3.199 | 0.757 | — | |
| ResNet-152Backbone=ResNet-1522021.02 | 75.4 | -3.653 | -3.138 | 0.766 | — | |
| ResNet-50Backbone=ResNet-502021.02 | 75.2 | -3.663 | -3.119 | 0.761 | — | |
| DenseNet-121Backbone=DenseNet-1212021.02 | 74.9 | -3.847 | -3.198 | 0.71 | — | |
| DenseNet-169Backbone=DenseNet-1692021.02 | 74.8 | -3.646 | -3.218 | 0.73 | — | |
| DenseNet-201Backbone=DenseNet-2012021.02 | 74.5 | -3.757 | -3.203 | 0.73 | — | |
| Inception v1Backbone=Inception v12021.02 | 73.6 | -4.124 | -3.082 | 0.727 | — | |
| MobileNet v2Backbone=MobileNet v22021.02 | 72.9 | -3.805 | -3.176 | 0.712 | — | |
| NASNet-A MobileBackbone=NASNet-A Mobile2021.02 | 72.8 | -3.691 | -3.149 | 0.724 | — | |
| LEEPtype=correlation_summary2021.02 | — | — | — | — | -0.08 | |
| LogMEtype=correlation_summary2021.02 | — | — | — | — | 0.48 | |
| NCEtype=correlation_summary2021.02 | — | — | — | — | -0.38 |