Medical Image Classification on Kvasir-Capsule held-out video-level (test)
64.6AUC (Angiectasia)RGB-only
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RGB-onlyInput configuration=RGB-only, Backbone=EfficientNet-B0, Epochs=30, Number of independent seeds=62026.05 | 64.6 | 68.6 | 69.5 | 90.7 | 97 | 81 | 23.8 | 83.1 | 87.4 | 75.7 | 94.5 | 76 | |
| distillation variantInput configuration=+Distill (3-ch + aux), Backbone=EfficientNet-B0, Epochs=30, Number of independent seeds=62026.05 | 63.1 | 68.1 | 71.8 | 91.5 | 97.7 | 80.1 | 33.4 | 85.6 | 87.7 | 78.2 | 93.6 | 77.3 | |
| input-fusion variantInput configuration=+MC prior (5-ch), Backbone=EfficientNet-B0, Epochs=30, Number of independent seeds=62026.05 | 60.8 | 71.8 | 78.5 | 89.6 | 98.3 | 80.6 | 33.7 | 88.2 | 89.4 | 75 | 95.5 | 78.3 |