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Subset Identification on CIFAR-10 (F1 score)

100F1 ScoreSDE
42.857.6572.587.35Feb 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SDEUnlearning ratio (R)=20%, Subset size (|S|)=20002026.02100
WassersteinUnlearning ratio (R)=20%, Subset size (|S|)=20002026.0299
SDEUnlearning ratio (R)=5%, Subset size (|S|)=20002026.0299
WassersteinUnlearning ratio (R)=10%, Subset size (|S|)=20002026.0298
SDEUnlearning ratio (R)=5%, Subset size (|S|)=10002026.0297
SDEUnlearning ratio (R)=10%, Subset size (|S|)=20002026.0297
SDEUnlearning ratio (R)=20%, Subset size (|S|)=10002026.0296
SDEUnlearning ratio (R)=10%, Subset size (|S|)=10002026.0295
WassersteinUnlearning ratio (R)=5%, Subset size (|S|)=20002026.0294
MMDUnlearning ratio (R)=20%, Subset size (|S|)=20002026.0289
WassersteinUnlearning ratio (R)=10%, Subset size (|S|)=10002026.0289
SDEUnlearning ratio (R)=10%, Subset size (|S|)=4002026.0288
MMDUnlearning ratio (R)=5%, Subset size (|S|)=20002026.0287
MMDUnlearning ratio (R)=10%, Subset size (|S|)=20002026.0287
WassersteinUnlearning ratio (R)=20%, Subset size (|S|)=10002026.0287
SDEUnlearning ratio (R)=5%, Subset size (|S|)=4002026.0287
SDEUnlearning ratio (R)=20%, Subset size (|S|)=4002026.0286
WassersteinUnlearning ratio (R)=5%, Subset size (|S|)=10002026.0277
MMDUnlearning ratio (R)=20%, Subset size (|S|)=10002026.0272
WassersteinUnlearning ratio (R)=20%, Subset size (|S|)=4002026.0272
MMDUnlearning ratio (R)=10%, Subset size (|S|)=10002026.0270
WassersteinUnlearning ratio (R)=5%, Subset size (|S|)=4002026.0270
MMDUnlearning ratio (R)=5%, Subset size (|S|)=10002026.0265
MMDUnlearning ratio (R)=5%, Subset size (|S|)=4002026.0263
MMDUnlearning ratio (R)=20%, Subset size (|S|)=4002026.0263
WassersteinUnlearning ratio (R)=10%, Subset size (|S|)=4002026.0252
MMDUnlearning ratio (R)=10%, Subset size (|S|)=4002026.0245