Multimodal Hallucination - AVH Visual CrossCheck-explicit Resistance — leaderboard
Metric: Resistance (100 - CrossCheck-explicit). Source: huggingface.co. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini-v1.5-pro (audio-only & audio-visual) | 76.73 |
| 2 | Gemini-v1.5-pro (visual-only) | 68.26 |
| 3 | Chat-Univi | 67.32 |
| 4 | Video-LLaVA | 66.48 |
| 5 | Llama-VID | 60.86 |
| 6 | Video-Llama (audio-only & audio-visual) | 50.87 |
| 7 | FAVOR (audio-only & audio-visual) | 50.4 |
| 8 | Video-Llama (visual-only) | 47.98 |
| 9 | FAVOR (visual-only) | 46.15 |
| 10 | Valley | 44.02 |
Interactive version: theaggregate.ai/benchmark?slug=multimodal-hallucination-avh-visual-crosscheck-explicit-resistance · How the rankings work · Data refreshed daily, snapshot 2026-07-22.