MotionHalluc: leaderboard
Metric: Accuracy (%; unweighted mean of the directional, attributional and temporal task accuracies; 1,540 questions over 553 paired fitness videos). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.5 Plus | 71.28 |
| 2 | Gemini 3 Flash | 67.21 |
| 3 | Qwen 3 VL 8B | 61.31 |
Interactive version: theaggregate.ai/benchmark?slug=motionhalluc · How It Works · Data refreshed daily, snapshot 2026-09-26.