Bag-level classification on Breast Ultrasound
0.9393AUCItS2CLR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ItS2CLRfeature_extractor=ItS2CLR, aggregator=MIL aggregator2022.10 | 0.9393 | — | |
| ItS2CLRtraining_mode=iterative self-supervised2022.10 | 0.9393 | 0.703 | |
| End-to-end MILtraining_mode=end-to-end2022.10 | 0.9126 | 0.5873 | |
| SimCLR + Aggregatorfeature_extractor=SimCLR, aggregator=MIL aggregator, framework=Two-stage2022.10 | 0.8079 | — | |
| SimCLR + Aggregatortraining_mode=baseline2022.10 | 0.8079 | 0.3463 |