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Papers Benchmarks Datasets Tasks

Multi-concept Erasure research benchmarks · SOTA2 Research

Multi-concept Erasure

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Erasure 10 Flowers (test)

100Accuracy (Target)

11

Mar 30, 2026

Erasure 10 Dogs (test)

100Acc_t

11

Mar 30, 2026

Celebrity 100 concepts

99.17Accuracy (Erasure)

9

May 29, 2026

Celebrity 50 concepts

97.11Acc_e

9

May 29, 2026

Celebrity 10 concepts

94.43Acc_e

9

May 29, 2026

Multi-concept erasure Style: Van Gogh + IP: Snoopy

30.2CS Score

6

Mar 10, 2026

Multi-concept erasure Styles: Van Gogh, Monet, Picasso

31.44CS

6

Mar 10, 2026

MS-COCO 100 celebrities erasure scenario

26.53CS Score

6

Mar 4, 2026

GCD (100 celebrities)

90.18Erasure Accuracy (Acc_e)

6

Mar 4, 2026

MS-COCO 50 celebrities erasure scenario

26.53CS

6

Mar 4, 2026

GCD 50 celebrities

93.08Acc_e

6

Mar 4, 2026

MS-COCO 10 celebrities erasure scenario

26.53CS

6

Mar 4, 2026

GCD (10 celebrities)

91.99Accuracy (Erasure)

6

Mar 4, 2026

88.3UA (%)

5

Feb 26, 2026

CoME-Bench Intra-Category: Character + Character 1.0 (test)

55.23ESR

3

May 26, 2026

CoME-Bench Cross-Category: Character + Object

34.19ESR

3

May 26, 2026

Popular datasets

MS-COCO GCD Celebrity Multi-concept erasure CoME-Bench

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