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Visual Quality Evaluation research benchmarks · SOTA2 Research

Visual Quality Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.947SRCC

44

May 11, 2026

10VLM-as-Judge Score

9

Apr 23, 2026

53.403PSNR

7

Apr 30, 2026

1.64FID

5

Apr 24, 2026

85.4Win Rate

3

Feb 26, 2026

Compositional Planning Bench OOD

Compositional Visual Planning via Inference-Time Diffusion Scaling

97Motion Smoothness

2

Mar 4, 2026

Compositional Planning Bench IND

Compositional Visual Planning via Inference-Time Diffusion Scaling

0.94Motion Smoothness

2

Mar 4, 2026

Popular datasets

Compositional Planning Bench WiderFace Face dataset WebGen-Bench SciVidEval

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