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Papers Benchmarks Datasets Tasks

Image-to-Image Generation research benchmarks · SOTA2 Research

Image-to-Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

79.939CLIPScore-I

9

Apr 21, 2026

Pathological T2I/I2I Merged (test)

4.25Recall@10

8

Feb 27, 2026

MS-COCO 30k (val)

6.03FID (30k)

5

Feb 26, 2026

51.15Controllability

3

May 13, 2026

0.058CD

2

Feb 26, 2026

512x512 Resolution

StreamFlow (tensorrt+taesd+VFB+img2img)

10.01FPS

2

Feb 26, 2026

0.98Layout Score

2

Feb 26, 2026

Popular datasets

ImageNet MS-COCO User Study Landmarks Human Study

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