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ResearchFormerly WizWand

WSI Classification on Camelyon16 (Mean AUC)

0.9105Mean AUCHIPSS
0.300020.458510.6170.77549Mar 23, 2026
Updated 7mo ago

Evaluation results

MethodLinks
HIPSSshot_setting=16-shot2026.030.9105
HIPSSshot_setting=8-shot2026.030.8586
FOCUSshot_setting=16-shot2026.030.8402
TOPshot_setting=16-shot2026.030.8345
FASTshot_setting=16-shot2026.030.8197
HIPSSshot_setting=4-shot2026.030.8159
HIPSSshot_setting=2-shot2026.030.8066
ViLa-MILshot_setting=16-shot2026.030.7997
FOCUSshot_setting=8-shot2026.030.7974
ABMILshot_setting=16-shot2026.030.782
FASTshot_setting=8-shot2026.030.7742
ViLa-MILshot_setting=8-shot2026.030.7599
FASTshot_setting=2-shot2026.030.7595
HIPSSshot_setting=1-shot2026.030.7429
FASTshot_setting=4-shot2026.030.7359
TOPshot_setting=8-shot2026.030.7301
TOPshot_setting=4-shot2026.030.7282
ABMILshot_setting=8-shot2026.030.7195
TOPshot_setting=2-shot2026.030.7054
FASTshot_setting=1-shot2026.030.6933
TOPshot_setting=1-shot2026.030.6852
Mean Poolingshot_setting=16-shot2026.030.6843
Max Poolingshot_setting=8-shot2026.030.6725
Max Poolingshot_setting=16-shot2026.030.6709
FOCUSshot_setting=4-shot2026.030.6366
Mean Poolingshot_setting=8-shot2026.030.633
Max Poolingshot_setting=4-shot2026.030.6263
ABMILshot_setting=4-shot2026.030.6086
ABMILshot_setting=2-shot2026.030.5969
Mean Poolingshot_setting=4-shot2026.030.5959
Max Pooling - CLIPshot_setting=16-shot2026.030.5947
Mean Pooling - CLIPshot_setting=16-shot2026.030.5816
Max Pooling - CLIPshot_setting=8-shot2026.030.5814
Max Poolingshot_setting=1-shot2026.030.5732
Mean Poolingshot_setting=1-shot2026.030.5716
ABMILshot_setting=1-shot2026.030.5706
Max Poolingshot_setting=2-shot2026.030.5684
FOCUSshot_setting=2-shot2026.030.5682
Mean Poolingshot_setting=2-shot2026.030.5637
Mean Pooling - CLIPshot_setting=8-shot2026.030.5627
ViLa-MILshot_setting=4-shot2026.030.5617
Max Pooling - CLIPshot_setting=4-shot2026.030.5417
Max Pooling - CLIPshot_setting=2-shot2026.030.5401
Max Pooling - CLIPshot_setting=1-shot2026.030.5268
FOCUSshot_setting=1-shot2026.030.5265
Mean Pooling - CLIPshot_setting=4-shot2026.030.493
ViLa-MILshot_setting=2-shot2026.030.4601
ViLa-MILshot_setting=1-shot2026.030.4565
Mean Pooling - CLIPshot_setting=1-shot2026.030.3357
Mean Pooling - CLIPshot_setting=2-shot2026.030.3235