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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 2 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Soft Truncation-G++

1.34FID

103

May 19, 2026

Imagenet-256 latent space

4.06FID

102

Jul 9, 2026

1.69FID

101

Jul 3, 2026

ImageNet 512x512

334.7IS

99

Jun 30, 2026

2.78FID

99

Jun 30, 2026

MNIST Binary (test)

4.69FID

98

Feb 26, 2026

CIFAR-10 discrete-time and continuous-time models (test)

SciRE-Solver-agile

2.4FID

92

Feb 26, 2026

2.02FID

91

Apr 6, 2026

0.52FID

91

Jun 17, 2026

LSUN-Bedroom 256 latent space

3.06FID

90

Mar 24, 2026

3.26FID

89

Feb 26, 2026

31.85FID

88

Feb 26, 2026

ImageNet 64x64 (train val)

0.97FID

83

Feb 26, 2026

CIFAR10 50k samples (test)

1.79FID

81

Feb 26, 2026

LSUN Bedroom 256x256 (test)

TDPM+ (TTrunc=99)

1.88FID

81

Apr 23, 2026

0.82Knowledge (WK)

80

Jun 26, 2026

CIFAR-10 32x32 EDM (test)

1.98FID

79

Mar 17, 2026

CIFAR-10 (train/test)

(g1^PCA, g2^PCA)

1.803FID

78

Feb 26, 2026

2.67FID

77

Mar 24, 2026

CIFAR10 (train)

0.02FID

77

Jun 15, 2026

1.98FID

76

Mar 24, 2026

2.41FID

75

Jul 3, 2026

LSUN Church-Outdoor unconditional (test)

5.84FID

75

Feb 26, 2026

ImageNet 512x512 (test)

1.366FID

74

May 18, 2026

ImageNet 256x256 (train val)

1.13FID

74

Jun 30, 2026

Page 2 of 36

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