Multimodal Hallucination - VH CHAIR (s) Resistance — leaderboard
Metric: Resistance (100 - CHAIR (s)). Source: huggingface.co. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | FAVOR | 68 |
| 2 | Llama-VID | 60 |
| 3 | Video-Llama | 56.5 |
| 4 | MPLUG-Owl2 | 41.5 |
| 5 | Video-LLaVA | 39.5 |
| 6 | InstructBLIP | 37.5 |
| 7 | LLaVA-v1.5 | 37 |
| 8 | Chat-Univi | 34 |
| 9 | Valley | 28.5 |
Interactive version: theaggregate.ai/benchmark?slug=multimodal-hallucination-vh-chair-s-resistance · How the rankings work · Data refreshed daily, snapshot 2026-07-22.