Colorectal Polyp Classification on CPC-Paired (Fold 5)
85.2AccuracyProposed Alignment Method
Evaluation Results
| Method | Links | |
|---|---|---|
| Proposed Alignment MethodBackbone=ResNet50, Speed=17.07 ms2021.08 | 85.2 | |
| Proposed Alignment MethodBackbone=InceptionV3, Speed=30.72 ms2021.08 | 84.4 | |
| Proposed Alignment Method (w/o CL)Backbone=ResNet50, Speed=17.07 ms2021.08 | 84 | |
| Proposed Alignment Method (w/o DA)Backbone=ResNet50, Speed=17.07 ms2021.08 | 83.3 | |
| YangBackbone=InceptionV3, Speed=30.72 ms2021.08 | 81.3 | |
| Proposed Alignment MethodBackbone=VGG, Speed=20.62 ms2021.08 | 80.1 | |
| YangBackbone=ResNet50, Speed=17.07 ms2021.08 | 78.8 | |
| YangBackbone=VGG, Speed=20.62 ms2021.08 | 77.9 |