Video Hallucination Evaluation on VidHal
80.9AccuracyInternVL3-8B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| InternVL3-8BAccess=Open-source, Parameters=8B2025.05 | 80.9 | 67 | |
| CoF-InternVL3-8BParameters=8B2025.05 | 79.5 | 72.1 | |
| CoF-InternVL2.5-4BParameters=4B2025.05 | 79.2 | 64.6 | |
| GPT-4oAccess=Closed-source2025.05 | 77.2 | — | |
| InternVL2.5-4BAccess=Open-source, Parameters=4B2025.05 | 77 | 60.8 | |
| Qwen2-VL-72BAccess=Open-source, Parameters=72B2025.05 | 76.2 | 62.7 | |
| Qwen2-VL-7BAccess=Open-source, Parameters=7B2025.05 | 69.6 | 58 | |
| Gemini-1.5-ProAccess=Closed-source2025.05 | 67.1 | — | |
| LLaVA-OneVision-72BAccess=Open-source, Parameters=72B2025.05 | 64.7 | 58 | |
| LLaVA-OneVision-7BAccess=Open-source, Parameters=7B2025.05 | 58.4 | 53.2 | |
| LLaVA-NeXT-Video-7BAccess=Open-source, Parameters=7B2025.05 | 50.9 | 50.2 |