WBench - Setting Adherence: leaderboard

Metric: Score (0-100): the mean of scene and subject adherence to the case setting, on the 158 navigation cases, multi-turn generation, each model under its own text, camera or action control; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 20 models tracked.

Top models

#ModelScore
1Wan 2.791.4
2Kling 3.091
3HY-Video 1.585.5
4LTX 2.385.2
5Cosmos 2.583.3
6Seedance 1.582.9
7Happy Oyster74.2
8LingBot-World72.6
9Genie 372.5
10YUME 1.572.4

Interactive version: theaggregate.ai/benchmark?slug=wbench-setting-adherence · How It Works · Data refreshed daily, snapshot 2026-10-07.