Multimodal Hallucination - VH POPE COCO — leaderboard
Metric: Score (%). Source: huggingface.co. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Llama-VID | 90.1 |
| 2 | InstructBLIP | 84.1 |
| 3 | LLaVA-v1.5 | 82.9 |
| 4 | FAVOR | 79.8 |
| 5 | MPLUG-Owl2 | 71.9 |
| 6 | Video-LLaVA | 64.2 |
| 7 | Chat-Univi | 61 |
| 8 | Video-Llama | 38.7 |
| 9 | Valley | 38.5 |
Interactive version: theaggregate.ai/benchmark?slug=multimodal-hallucination-vh-pope-coco · How the rankings work · Data refreshed daily, snapshot 2026-07-22.