Classification on LUNA16
0.733AUCSimCroP
Evaluation Results
| Method | Links | |
|---|---|---|
| SimCroPBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.733 | |
| MRMBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.722 | |
| fVLMBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.713 | |
| M3AEBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.708 | |
| MAEBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.705 | |
| M3DBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.684 | |
| M3AEBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.671 | |
| SimCroPBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.67 | |
| MRMBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.666 | |
| MAEBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.663 | |
| fVLMBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.659 | |
| M3DBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.652 | |
| CT-CLIPBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.65 | |
| CT-CLIPBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.64 | |
| Random initBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=100%2025.09 | 0.604 | |
| Random initBackbone=3D ViT-B, Evaluation Protocol=Linear probing, Label Percentage=10%2025.09 | 0.576 |