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Benchmarks
Knowledge-based Image Editing on User Study Knowledge-intensive editing tasks
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3.712
Editing Quality
CogniEdit
2.99336
3.17993
3.3665
3.55307
Dec 15, 2025
Editing Quality
Instruction Adherence
Consistency
Overall Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Editing Quality
Instruction Adherence
Consistency
Overall Score
CogniEdit
2025.12
3.712
3.487
3.603
3.465
GPT-4o
2025.12
3.184
3.45
3.059
3.503
Gemini 2
2025.12
3.021
3.387
2.868
3.215
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