Multimodal Hallucination - VH CHAIR (i) Resistance: leaderboard
The "VH CHAIR (i) 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 (i)). Source: huggingface.co. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Llama-VID | 89.4 | |
| 2 | Video-Llama | 84.4 | |
| 3 | LLaVA-v1.5 | 83.3 | |
| 4 | FAVOR | 82.4 | |
| 5 | MPLUG-Owl2 | 81.4 | |
| 6 | Video-LLaVA | 80.6 | |
| 7 | Chat-Univi | 78.3 | |
| 8 | Valley | 74.4 | |
| 9 | InstructBLIP | 73.2 |
Interactive version: theaggregate.ai/benchmark?slug=multimodal-hallucination-vh-chair-i-resistance · How It Works · Data refreshed daily, snapshot 2026-10-20.