Multimodal Hallucination - VH CHAIR (s) Resistance: leaderboard
The "VH CHAIR (s) Resistance" subtask of Multimodal Hallucination. A task measuring hallucination in multimodal models — how often a vision-language model asserts objects, attributes or facts not supported by the image.
Metric: Resistance (100 - CHAIR (s)). Source: huggingface.co. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 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 It Works · Data refreshed daily, snapshot 2026-10-20.