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Imagen dataset and benchmarks · SOTA2 Research

Research Datasets

Imagen

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Forgery Detection

Imagen3 Diffusion-based

92.3Balanced Accuracy

11

AI-Generated Image Detection

Imagen 3

96.7Accuracy

10

Synthetic Image Detection

Imagen (proprietary)

80.7AUCROC

9

Imagen-4-Ultra (test)

95.45Accuracy

7

Imagen-4 (test)

93.83Accuracy

7

Difference Caption Generation

Imagen edits 3

44Main Difference Score

7

Edit Inspection Questions

Imagen3 edits

58.8Accuracy

7

Synthetic Image Detection

Imagen

72Acc@EER

6

Synthetic Image Detection

Imagen

79.1AP

6

Text-to-Image Jailbreaking

Imagen Gemini 2.5 Flash

52.3ASR

3

Popular tasks

Synthetic Image Detection AIGI Detection Difference Caption Generation Edit Inspection Questions Forgery Detection

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