LMArena Image-to-Video what it measures, how it is scored and who leads it
Arenas · LMArena · Arena rating
Scores from LMArena Image-to-Video, published Sep 21, 2026
About this benchmark
- Task
- Animate an image into a video; people vote for the better of two.
- Dataset
- Crowd-sourced images, prompts and votes.
- Method
- Pairwise votes fitted with a Bradley-Terry model.
- Metric
- Arena rating
- Organization
- LMArena
- Official leaderboard
- arena.ai/leaderboard/image-to-video
Sources: each benchmark's paper (arXiv) and its official site or leaderboard. Scores are the boards captured here every day, exactly as published.