Image Classification on Caltech original (test)
94.3AccuracyInception v3
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Inception v3Backbone=Inception v32021.02 | 94.3 | -2.286 | -1.722 | 1.605 | — | |
| DenseNet-201Backbone=DenseNet-2012021.02 | 93.4 | -2.122 | -1.808 | 1.428 | — | |
| ResNet-152Backbone=ResNet-1522021.02 | 93.2 | -1.984 | -1.721 | 1.567 | — | |
| ResNet-101Backbone=ResNet-1012021.02 | 93.1 | -2.067 | -1.777 | 1.548 | — | |
| DenseNet-169Backbone=DenseNet-1692021.02 | 92.5 | -2.039 | -1.774 | 1.417 | — | |
| DenseNet-121Backbone=DenseNet-1212021.02 | 91.9 | -2.159 | -1.807 | 1.365 | — | |
| ResNet-50Backbone=ResNet-502021.02 | 91.8 | -2.195 | -1.82 | 1.509 | — | |
| Inception v1Backbone=Inception v12021.02 | 91.7 | -2.718 | -1.849 | 1.44 | — | |
| NASNet-A MobileBackbone=NASNet-A Mobile2021.02 | 91.5 | -2.263 | -1.966 | 1.389 | — | |
| MobileNet v2Backbone=MobileNet v22021.02 | 89.1 | -2.373 | -2.009 | 1.365 | — | |
| LEEPtype=correlation_summary2021.02 | — | — | — | — | 0.27 | |
| LogMEtype=correlation_summary2021.02 | — | — | — | — | 0.7 | |
| NCEtype=correlation_summary2021.02 | — | — | — | — | 0.65 |