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Van-Gogh dataset and benchmarks · SOTA2 Research

Research Datasets

Van-Gogh

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Alignment

Van Gogh

35.92CLIP Score

31

Adversarial Prompt Attack

Van Gogh concept

88ASR

21

Artistic Style Erasure

Van Gogh 500 Qwen-generated prompts (test)

27.32CLIPE Score

16

Concept Erasure

Van-Gogh artistic style 1.4 (test)

14.13FID

15

Concept Unlearning Preservation

Van Gogh

5.72CSDR

9

Adversarial Robustness

Van Gogh

50.16ASR

9

Concept Erasure Defense Evaluation

Van Gogh (VG)

71.4Accuracy

8

Artist Concept Removal

Van Gogh Famous Artist concept removal

95Accuracy

7

Concept Unlearning

Van Gogh Style Concept

7Revival Checkpoint Config

3

Popular tasks

Adversarial Robustness Semantic Alignment Artistic Style Erasure Concept Erasure Concept Unlearning

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