Whole Slide Image Classification on TCGA-LUAD
69.01AccuracyCLAM MB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLAM MBNumber of parameters=791 048, Inference time (ms)=5.852023.06 | 69.01 | 0.7573 | |
| Ours (Structured State Space Models)state dimension=1282023.06 | 68.79 | 0.7304 | |
| CLAM SBNumber of parameters=790 791, Inference time (ms)=0.842023.06 | 68.59 | 0.7459 | |
| TransMILNumber of parameters=2 672 146, Inference time (ms)=8.582023.06 | 63.48 | 0.7015 | |
| Max-poolingNumber of parameters=1 025, Inference time (ms)=77.492023.06 | 63.28 | 0.6686 | |
| Mean-poolingNumber of parameters=1 025, Inference time (ms)=5.602023.06 | 62.61 | 0.6735 | |
| TransformerNumber of parameters=1 054 978, Inference time (ms)=2.602023.06 | 57.74 | 0.6214 | |
| LSTMNumber of parameters=789 250, Inference time (ms)=320.522023.06 | 53.89 | 0.5208 |