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Papers Benchmarks Datasets Tasks

Generative Image Modeling research benchmarks · SOTA2 Research

Generative Image Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet 50k generated samples (test)

743.2Inception Score (IS)

10

Feb 26, 2026

DxMI + N2CE (M=100)

2.23FID

8

Apr 28, 2026

FFHQ 1024px (test)

Original Full-Size

2.7FID

4

Feb 26, 2026

FFHQ 256px (test)

Original Full-Size

4.5FID

4

Feb 26, 2026

Image Transformer 1D local (cat)

3.77NLL (bits/dim)

4

Feb 26, 2026

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