Image Classification on SUN original (test)
66AccuracyResNet-152
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ResNet-152Backbone=ResNet-1522021.02 | 66 | -2.513 | -2.444 | 1.755 | — | |
| Inception v3Backbone=Inception v32021.02 | 65.7 | -2.943 | -2.529 | 1.753 | — | |
| ResNet-101Backbone=ResNet-1012021.02 | 64.8 | -2.531 | -2.455 | 1.749 | — | |
| ResNet-50Backbone=ResNet-502021.02 | 64.7 | -2.611 | -2.469 | 1.744 | — | |
| DenseNet-201Backbone=DenseNet-2012021.02 | 64.7 | -2.618 | -2.465 | 1.718 | — | |
| DenseNet-169Backbone=DenseNet-1692021.02 | 63 | -2.57 | -2.48 | 1.716 | — | |
| DenseNet-121Backbone=DenseNet-1212021.02 | 62.3 | -2.713 | -2.5 | 1.704 | — | |
| Inception v1Backbone=Inception v12021.02 | 62 | -3.153 | -2.534 | 1.715 | — | |
| NASNet-A MobileBackbone=NASNet-A Mobile2021.02 | 60.7 | -2.687 | -2.586 | 1.721 | — | |
| MobileNet v2Backbone=MobileNet v22021.02 | 60.5 | -2.764 | -2.59 | 1.713 | — | |
| LEEPtype=correlation_summary2021.02 | — | — | — | — | 0.58 | |
| LogMEtype=correlation_summary2021.02 | — | — | — | — | 0.86 | |
| NCEtype=correlation_summary2021.02 | — | — | — | — | 0.77 |