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Unconditional Generation research benchmarks – Page 2 · SOTA2 Research

Unconditional Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

COCO 2014 (val)

74.98FID

5

Feb 26, 2026

QM9 implicit hydrogens (test)

100Validity

5

Feb 26, 2026

99.76BLEU-1

5

Feb 26, 2026

OpenWebText padded (test)

3.74NLL

4

Jun 11, 2026

20.72FID (uncond)

4

May 4, 2026

Kuramoto Orientation Diffusion Model

0.334Slope Difference

4

Mar 11, 2026

Indoor Scenes Dining

138.32FID

4

Feb 26, 2026

Indoor Scenes Living

117.59FID

4

Feb 26, 2026

Indoor Scenes (Bed)

124.81FID

4

Feb 26, 2026

75.45COV

4

Feb 26, 2026

RealEstate10K unconditional 256x256

0.135LPIPS

4

Feb 26, 2026

GEOM-Drugs explicit hydrogens (test)

91.6Mol Stable

4

Feb 26, 2026

CO3D Apple v2 (test)

56.85FID

3

Feb 26, 2026

CO3D Donut v2 (test)

68.86FID

3

Feb 26, 2026

CO3D Hydrant v2 (test)

46.45FID

3

Feb 26, 2026

CO3D Teddybear v2 (test)

49.39FID

3

Feb 26, 2026

2D Turbulence (test)

-0.1IR Bias

2

Jun 11, 2026

Wiki2000 GluonTS (test)

13.6852-Wasserstein Distance

2

May 28, 2026

UberTLC GluonTS (test)

13.4312-Wasserstein Distance

2

May 28, 2026

Traffic GluonTS (test)

3.1752-Wasserstein Distance

2

May 28, 2026

Solar GluonTS (test)

4.0862-Wasserstein Distance

2

May 28, 2026

M4 H GluonTS (test)

3.4412-Wasserstein distance

2

May 28, 2026

KDDCup GluonTS (test)

7.1922-Wasserstein Distance

2

May 28, 2026

Exchange GluonTS (test)

1.0592-Wasserstein Distance

2

May 28, 2026

Electr. GluonTS (test)

1.9582-Wasserstein Distance

2

May 28, 2026

Page 2 of 3

Popular datasets

OpenWebText Co3D Indoor Scenes LSUN ImageNet

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