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Benchmarks
Classification on LUNA16
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0.733
AUC
SimCroP
0.56972
0.61211
0.6545
0.69689
Sep 10, 2025
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
SimCroP
Backbone=3D ViT-B, Eva...
2025.09
0.733
MRM
Backbone=3D ViT-B, Eva...
2025.09
0.722
fVLM
Backbone=3D ViT-B, Eva...
2025.09
0.713
M3AE
Backbone=3D ViT-B, Eva...
2025.09
0.708
MAE
Backbone=3D ViT-B, Eva...
2025.09
0.705
M3D
Backbone=3D ViT-B, Eva...
2025.09
0.684
M3AE
Backbone=3D ViT-B, Eva...
2025.09
0.671
SimCroP
Backbone=3D ViT-B, Eva...
2025.09
0.67
MRM
Backbone=3D ViT-B, Eva...
2025.09
0.666
MAE
Backbone=3D ViT-B, Eva...
2025.09
0.663
fVLM
Backbone=3D ViT-B, Eva...
2025.09
0.659
M3D
Backbone=3D ViT-B, Eva...
2025.09
0.652
CT-CLIP
Backbone=3D ViT-B, Eva...
2025.09
0.65
CT-CLIP
Backbone=3D ViT-B, Eva...
2025.09
0.64
Random init
Backbone=3D ViT-B, Eva...
2025.09
0.604
Random init
Backbone=3D ViT-B, Eva...
2025.09
0.576
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