Lymphoma Tissue Classification on Janowczyk (test)
47.3AccuracyMTL+MIC
Evaluation Results
| Method | Links | |
|---|---|---|
| MTL+MICPre-training method=ARCH + Multi-task, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 47.3 | |
| SSPre-training method=Self-supervised2021.03 | 45.2 | |
| MTLPre-training method=Multi-task, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 44.2 | |
| MICPre-training method=ARCH, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 42.1 | |
| I-BPre-training method=ImageNet, Layer selection=Best, Decoder complexity=Optimal2021.03 | 26.4 | |
| I-L-OPre-training method=ImageNet, Layer selection=Best, Decoder complexity=Linear2021.03 | 23.9 | |
| I-LPre-training method=ImageNet, Layer selection=Penultimate, Decoder complexity=Linear2021.03 | 18.6 |