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Synthetic Image Generation research benchmarks · SOTA2 Research

Synthetic Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

15FID

54

May 29, 2026

12.3FID

54

May 29, 2026

DEVICE-TEM synthetic

0.008Noise Std

10

Jun 24, 2026

NANO-TEM (synthetic)

0.015Noise std

10

Jun 24, 2026

NANO-TEM synthetic images n=6656

0.015Noise Std

10

Jun 24, 2026

100CLIP Accuracy

5

Mar 4, 2026

100CLIP Accuracy

5

Mar 4, 2026

100CLIP Accuracy

5

Mar 4, 2026

Siamese-Diffusion

143.736FID

5

Feb 26, 2026

Polyp dataset (test)

Siamese-Diffusion (Ours)

62.706FID

5

Feb 26, 2026

Kvasir-VQA (test)

0.36Fidelity

4

May 26, 2026

100CLIP Accuracy

4

Mar 4, 2026

ISIC 2016 (test)

Siamese-Diffusion

64.208FID

3

Feb 26, 2026

83.85Accuracy

3

Feb 26, 2026

Popular datasets

ACDC NANO-TEM CAMELYON ISIC Polyp

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