Classification on IP102 (test)
69.5AccuracyMIL-Guided (Bag Model)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MIL-Guided (Bag Model)Resolution=224 x 2242021.10 | 69.5 | 69 | |
| Attention-based MIL-Guided (Bag Model)Resolution=224 x 2242021.10 | 68.3 | 68 | |
| WILDCATBackbone=ResNet101, Resolution=224 x 2242021.10 | 67.6 | 67.5 | |
| WILDCATBackbone=EfficientNet, Resolution=224 x 2242021.10 | 65.1 | 64.4 | |
| Attention-based Deep MILBackbone=EfficientNet, Resolution=224 x 2242021.10 | 38.7 | 36.8 | |
| Attention-based Deep MILBackbone=LeNet, Resolution=224 x 2242021.10 | 23 | 24.5 |