Breast Tissue Classification on Litjens (test)
0.918AccuracyMTL
Evaluation Results
| Method | Links | |
|---|---|---|
| MTLPre-training method=Multi-task, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 0.918 | |
| MICPre-training method=ARCH, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 0.905 | |
| MTL+MICPre-training method=ARCH + Multi-task, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 0.9 | |
| SSPre-training method=Self-supervised2021.03 | 0.732 | |
| I-BPre-training method=ImageNet, Layer selection=Best, Decoder complexity=Optimal2021.03 | 0.723 | |
| I-L-OPre-training method=ImageNet, Layer selection=Best, Decoder complexity=Linear2021.03 | 0.661 | |
| I-LPre-training method=ImageNet, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 0.509 |