Infectious Keratitis Classification on Infectious Keratitis (test)
78.73AccuracySequential-Ordered Sets (SOS)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Sequential-Ordered Sets (SOS)Processing Level=Sequence Level, Strategy=Inner-Outer Sequential Order2020.06 | 78.73 | 65.12 | 83.51 | 90.2 | 79.7 | |
| Sequential-Ordered Patches (SOP)Processing Level=Sequence Level, Strategy=Inner-Outer Order2020.06 | 75.14 | 66.28 | 86.6 | 84.31 | 68.75 | |
| Random-Ordered Patches (ROP)Processing Level=Sequence Level, Strategy=Random Order2020.06 | 74.23 | 75.29 | 68.04 | 82.35 | 75 | |
| DenseNet (Voting)Processing Level=Patch Level, Model Architecture=DenseNet, Decision Method=Majority Voting2020.06 | 66.3 | 59.3 | 68.04 | 58.82 | 72.66 | |
| DenseNet (Image)Processing Level=Image Level, Model Architecture=DenseNet2020.06 | 61.04 | 60.46 | 56.7 | 80.39 | 57.03 | |
| GoogLeNet-v3 (Image)Processing Level=Image Level, Model Architecture=GoogLeNet-v32020.06 | 57.73 | 53.49 | 55.67 | 66.67 | 58.59 | |
| GoogLeNet-v3 (Voting)Processing Level=Patch Level, Model Architecture=GoogLeNet-v3, Decision Method=Majority Voting2020.06 | 55.52 | 44.19 | 51.55 | 74.51 | 58.59 | |
| VGG16 (Image)Processing Level=Image Level, Model Architecture=VGG162020.06 | 55.24 | 48.84 | 52.57 | 62.74 | 53.9 | |
| VGG16 (Voting)Processing Level=Patch Level, Model Architecture=VGG16, Decision Method=Majority Voting2020.06 | 52.5 | 45.34 | 54.64 | 56 | 54.68 |