Mutation Prediction on TCGA-STAD
74FBXW7Kather et al. [9]
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Kather et al. [9]Prediction level=tile-wise average pooling, Training=single model per target2022.05 | 74 | — | — | 37 | 45 | — | 64 | 67 | 61 | 60 | |
| LA-MILAttention=local self-attention, Prediction level=WSI-level, Training=multi-target model2022.05 | 72 | 78 | 77 | 67 | 52 | 47 | 70 | 61 | 64 | 58 | |
| T-MILAttention=global self-attention, Prediction level=WSI-level, Training=multi-target model2022.05 | 71 | 80 | 78 | 73 | 52 | 47 | 65 | 58 | 62 | 57 | |
| Fu et al. [6]Prediction level=tile-wise average pooling, Training=single model per target2022.05 | 47 | — | — | — | — | — | 49 | 63 | — | — | |
| Kather et al. [10]Prediction level=instance-wise2022.05 | — | 81 | — | — | — | — | — | — | — | — | |
| Wang et al. [22]Prediction level=instance-wise2022.05 | — | — | 75 | — | — | — | — | — | — | — |