Medical Image Classification on MedMNIST OrganS (test)
82.4AccuracyMedNNST10
Evaluation results
| Method | Links | |
|---|---|---|
| MedNNST10Epochs=1002025.04 | 82.4 | |
| DenseNet121Epochs=1002025.04 | 82.1 | |
| MedNNST5Epochs=1002025.04 | 82.1 | |
| NASNetEpochs=1002025.04 | 81.9 | |
| MedNNST1Epochs=1002025.04 | 81.8 | |
| EfficientNetB0Epochs=1002025.04 | 81.2 | |
| EfficientNetB4Epochs=1002025.04 | 81.1 | |
| ResNet50Epochs=1002025.04 | 81.1 | |
| ProxylessNASEpochs=1002025.04 | 81.1 | |
| HardcoreNASEpochs=1002025.04 | 80.9 | |
| PNASNetEpochs=1002025.04 | 80.8 | |
| ResNet18Epochs=1002025.04 | 80.6 | |
| MedNNST5Epochs=102025.04 | 80.6 | |
| MedNNST10Epochs=102025.04 | 80.6 | |
| OFAEpochs=1002025.04 | 80.1 | |
| DenseNet121Epochs=102025.04 | 79.8 | |
| MNASNetEpochs=1002025.04 | 79.8 | |
| MedNNST1Epochs=102025.04 | 79.4 | |
| ProxylessNASEpochs=102025.04 | 78.3 | |
| EfficientNetB0Epochs=102025.04 | 78.1 | |
| NASNetEpochs=102025.04 | 77.6 | |
| MobileNetV3Epochs=1002025.04 | 76 | |
| PNASNetEpochs=102025.04 | 75.8 | |
| EfficientNetB4Epochs=102025.04 | 74.5 | |
| HardcoreNASEpochs=102025.04 | 71.5 | |
| MobileNetV3Epochs=102025.04 | 71.3 | |
| MNASNetEpochs=102025.04 | 70.4 | |
| ResNet50Epochs=102025.04 | 68.8 | |
| ResNet18Epochs=102025.04 | 66.5 | |
| OFAEpochs=102025.04 | 66.4 |