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Papers Benchmarks Datasets Tasks

Video-to-Video Generation research benchmarks · SOTA2 Research

Video-to-Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Simple-V2V Bench V6

Seedream 5.0 Lite

78.98Visual Text Alignment Score

7

May 13, 2026

83.2VBench

6

Mar 27, 2026

Cosmos-Transfer1

0.81VBench

6

Mar 27, 2026

0.644AES

5

Feb 26, 2026

Video-to-Video Generation (test)

StreamDiffusionV2

98.51Temporal CLIP

4

Feb 26, 2026

0.553AES

4

Feb 26, 2026

OmniCAM Reference-video-controlled

348.51FVD (Video)

2

Apr 8, 2026

Popular datasets

DROID Neural V2V Code Based V2V Agibot Video-to-Video Generation

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