Image Classification on NCT-CRC-HE-100K Original (test)
95.6AccuracyGMR-R18
Evaluation results
| Method | Links | |
|---|---|---|
| GMR-R18Arch.=CNN, #Param.=3.9M, Memo.=6.2G2026.01 | 95.6 | |
| E(2)-WRN16Arch.=CNN, #Param.=10.8M, Memo.=20.9G2026.01 | 93.8 | |
| R18Arch.=CNN, #Param.=11.2M, Memo.=3.4G2026.01 | 93.7 | |
| ViTArch.=ViT, #Param.=85M, Memo.=10.8G2026.01 | 88.2 | |
| Equi-ViTArch.=ViT, #Param.=86M, Memo.=10.9G2026.01 | 87 | |
| E(2) ViTArch.=ViT, #Param.=94M, Memo.=28.4G2026.01 | 85.5 | |
| Conv ViTArch.=ViT, #Param.=87M, Memo.=11.0G2026.01 | 84.8 |