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Papers Benchmarks Datasets Tasks

Conditional Image Generation research benchmarks – Page 2 · SOTA2 Research

Conditional Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UTKFace 128x128 (test)

1.582SFID

10

Feb 26, 2026

Steering Angle 64x64 (test)

0.501SFID

10

Feb 26, 2026

RC-49 64x64 (test)

1.215SFID

10

Feb 26, 2026

ImageNet 256x256 2012 400K iterations

3.89FID

9

Feb 26, 2026

0.608CLIP-T

9

Feb 26, 2026

Colored MNIST Non-IID partition

7.02FIDo

8

Jun 11, 2026

Colored MNIST IID partition

8.19FID (o)

8

Jun 11, 2026

21.59FID

8

May 27, 2026

10.63gFID

8

Feb 26, 2026

Fine-grained Birds

14.1Accuracy

8

Feb 27, 2026

Steering Angle 64x64

0.501SFID

7

Feb 26, 2026

0.43Intra-FID

7

Feb 26, 2026

RC-49-I trimodal 64x64 (test)

0.049SFID

6

Jul 8, 2026

RC-49-I bimodal 64x64 (test)

0.05SFID

6

Jul 8, 2026

RC-49-I unimodal 64x64 (test)

0.05SFID

6

Jul 8, 2026

Steering Angle 256x256

0.683SFID

6

Jul 8, 2026

UTKFace 256x256

0.196SFID (primary)

6

Jul 8, 2026

UTKFace 192x192

0.435SFID

6

Jul 8, 2026

Steering Angle 128x128

0.803SFID

6

Jul 8, 2026

UTKFace 128x128

0.297SFID

6

Jul 8, 2026

ImageNet-1K (train/val)

3.25FID

6

May 26, 2026

Cell-200 64x64 (test)

7.665SFID

6

Feb 26, 2026

Places365 5 classes 500 samples per class

71.1FID

6

Feb 26, 2026

Dehaze Conditioning

24.18FID

5

Jun 23, 2026

Color Palette Conditioning

24.51FID

5

Jun 23, 2026

Page 2 of 4

Popular datasets

ImageNet CIFAR UTKFace CIFAR100 Steering Angle

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