MotionHalluc - Directional Hallucination: leaderboard
Metric: Accuracy (%; mean of the original and the reversed query/reference order; 624 binary instruction-validity questions). Source: arxiv.org. Saturation forecast: Around April 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 65.06 |
| 2 | Qwen 3.5 Plus | 64.1 |
| 3 | Qwen 3 VL 8B | 54.8 |
Interactive version: theaggregate.ai/benchmark?slug=motionhalluc-directional-hallucination · How It Works · Data refreshed daily, snapshot 2026-09-26.