Classification on Gastric-2K ((Normal+LGIN) vs Others)
91.5AccuracyKAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KATSpeed (WSI/s)=61.22022.06 | 91.5 | 94.1 | 86.6 | 96.7 | |
| LAGE-NetSpeed (WSI/s)=28.92022.06 | 90.7 | 93.5 | 85.1 | 93.6 | |
| TransMILSpeed (WSI/s)=64.72022.06 | 90.2 | 94 | 79.6 | 95.8 | |
| NyströmformerSpeed (WSI/s)=71.72022.06 | 90 | 95.3 | 76 | 93.4 | |
| CLAMSpeed (WSI/s)=28.22022.06 | 89.8 | 90.9 | 86.8 | 92.9 | |
| Patch-GCNSpeed (WSI/s)=15.72022.06 | 87.4 | 91.5 | 77 | 94.1 | |
| ViTSpeed (WSI/s)=33.32022.06 | 84.2 | 82.7 | 91.3 | 92.4 |