Multiple Instance Learning On Tcga
평가 지표
ACC
AUC
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | ACC | AUC |
|---|---|---|
| snuffy-efficient-whole-slide-image-classifier | 0.947 | 0.972 |
| dtfd-mil-double-tier-feature-distillation | 0.868 | 0.919 |
| dtfd-mil-double-tier-feature-distillation | 0.891 | 0.961 |
| dtfd-mil-double-tier-feature-distillation | - | 0.955 |
| transmil-transformer-based-correlated | 0.8835 | 0.9603 |
| dual-stream-multiple-instance-learning | 0.9286 | 0.9583 |
| dtfd-mil-double-tier-feature-distillation | 0.951 | - |
| dual-stream-multiple-instance-learning | 0.9190 | 0.9633 |