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Papers Benchmarks Datasets Tasks

Class-conditional image synthesis research benchmarks · SOTA2 Research

Class-conditional image synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet 256x256 (val)

Momentum Guidance

1.6FID

61

Feb 26, 2026

Tiny ImageNet (train test)

17.82FID

60

Feb 26, 2026

278.2Inception Score

25

Feb 26, 2026

11.58FID

13

Feb 26, 2026

ImageNet 256x256

2.4FID

11

Mar 27, 2026

ImageNet 256x256 1.0 (val)

6.18FID

8

Feb 26, 2026

ImageNet 256x256 (train test)

SiT-XL/2 + REPA

1.96FID

6

Apr 23, 2026

LSUN Rooms Kitchen 128x128

23.32FID

6

Mar 19, 2026

LSUN Rooms 128x128 Bedroom

21.39FID

6

Mar 19, 2026

LSUN Rooms 128x128 (Global)

17.79FID

6

Mar 19, 2026

ImageNet 512x512 1.0 (val)

7.32FID

4

Feb 26, 2026

COCO-Animals 50k synthetic evaluation 128x128 (train test)

13.73FID

4

Feb 26, 2026

ImageNet 256x256 (test)

4.02FID

3

Feb 26, 2026

ImageNet 512x512 (test)

4.46FID

2

Feb 26, 2026

CIFAR-100 (10% data)

45.794FID

2

Feb 26, 2026

CIFAR-100 (20% data)

23.506FID

2

Feb 26, 2026

CIFAR-100 (full data)

11.429FID

2

Feb 26, 2026

CIFAR-10 (10% data)

25.987FID

2

Feb 26, 2026

CIFAR-10 (20% data)

15.316FID

2

Feb 26, 2026

CIFAR-10 (full data)

8.283FID

2

Feb 26, 2026

LSUN bedroom (test)

17.52FID

1

Feb 26, 2026

LSUN churches (test)

15.17FID

1

Feb 26, 2026

ImageNet (test)

46.78FID

1

Feb 26, 2026

Popular datasets

ImageNet CIFAR LSUN COCO-Animals

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