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Benchmarks
Domain Generalization Performance Ranking on Aggregate (AMOS, BraTS, CoW, HVSMR, PanDG, Prostate)
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1.5
Average Rank
DropGen
1.24
2.995
4.75
6.505
Apr 2, 2026
Average Rank
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Rank
DropGen
Architecture=UNet
2026.04
1.5
GIN+IPA
Architecture=UNet
2026.04
2.5
RSC
Architecture=UNet
2026.04
4.3
CutOut
Architecture=UNet
2026.04
5
DSBN
Architecture=UNet
2026.04
5.2
MixUp
Architecture=UNet
2026.04
5.5
GIN
Architecture=UNet
2026.04
7.2
MixStyle
Architecture=UNet
2026.04
7.7
ERM
Architecture=UNet
2026.04
8
nnUNet
Architecture=UNet
2026.04
8
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