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Papers Benchmarks Datasets Tasks

Video Generation research benchmarks – Page 24 · SOTA2 Research

Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

-24.53VQ (Visual Quality)

2

Feb 26, 2026

VBench Self-Forcing

0.846Quality Score

2

Feb 26, 2026

5.5FID

2

Feb 26, 2026

235.81FVD

2

Feb 26, 2026

Video Generation Evaluation Set

94.27VQA Accuracy

2

Feb 26, 2026

Mountain Biking

85.3FVD

2

Feb 26, 2026

313.3FVD

2

Feb 26, 2026

128.1FVD

2

Feb 26, 2026

Nuplan-Occ (val)

7.59FID

1

May 26, 2026

CARLA-based multi-agent dataset

20.76PSNR

1

Mar 4, 2026

BAIR action-free (test)

1.87Bits-per-pixel

1

Feb 26, 2026

LLM-guided video generation systems comparison

—

—Primary metric

0

Apr 14, 2026

—

—Primary metric

0

Feb 26, 2026

Page 24 of 24

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