Classification on OLIVES
95Balanced AccuracyViT/1DConv
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ViT/1DConvSFE=ViT, VFA=1DConv, #slices at test time=252023.07 | 95 | 97 | |
| ViT/FAT (noPE)SFE=ViT, VFA=FAT (noPE), #slices at test time=all2023.07 | 95 | 99 | |
| ViT/VLFATSFE=ViT, VFA=VLFAT, #slices at test time=all2023.07 | 95 | 97 | |
| FE ViViTSFE=FE, VFA=ViViT, #slices at test time=252023.07 | 93 | 98 | |
| FSA ViViTSFE=FSA, VFA=ViViT, #slices at test time=242023.07 | 92 | 98 | |
| ViT/MPSFE=ViT, VFA=MP, #slices at test time=all2023.07 | 90 | 98 | |
| ViT/FATSFE=ViT, VFA=FAT, #slices at test time=25, input length=fixed in both training and test time2023.07 | 88 | 95 | |
| ViT/FAT (sinPE)SFE=ViT, VFA=FAT (sinPE), #slices at test time=all2023.07 | 87 | 96 | |
| ResNet18/MPSFE=ResNet18, VFA=MP, #slices at test time=all2023.07 | 83 | 93 | |
| ViT/APSFE=ViT, VFA=AP, #slices at test time=all2023.07 | 82 | 97 | |
| ResNet18/APSFE=ResNet18, VFA=AP, #slices at test time=all2023.07 | 72 | 83 |