Compositional Hallucination Evaluation on OmniVCHall Real
95AccuracyHuman
Evaluation results
| Method | Links | |
|---|---|---|
| HumanSize=-2026.01 | 95 | |
| Gemini-3-proSize=-2026.01 | 76 | |
| GPT-5.2Size=-2026.01 | 74 | |
| Qwen3-VL-ThinkingSize=235B2026.01 | 73 | |
| Doubao-Seed-1.8Size=-2026.01 | 73 | |
| GPT-5Size=-2026.01 | 72 | |
| Qwen3-VL-ThinkingSize=32B2026.01 | 71 | |
| Qwen3-VL-InstructSize=235B2026.01 | 71 | |
| Gemini-2.5-flashSize=-2026.01 | 71 | |
| Gemini-2.5-proSize=-2026.01 | 71 | |
| Doubao-Seed-1.6Size=-2026.01 | 71 | |
| GPT-4oSize=-2026.01 | 70 | |
| Qwen3-VL-InstructSize=32B2026.01 | 69 | |
| Kimi-VL-ThinkingSize=16B2026.01 | 68 | |
| Qwen3-VL-ThinkingSize=4B2026.01 | 67 | |
| Qwen3-VL-ThinkingSize=8B2026.01 | 67 | |
| Qwen3-VL-InstructSize=8B2026.01 | 65 | |
| Molmo2Size=8B2026.01 | 65 | |
| Qwen3-VL-InstructSize=4B2026.01 | 64 | |
| MiniCPM-V-4.5Size=8B2026.01 | 64 | |
| Kimi-VL-InstructSize=16B2026.01 | 64 | |
| Molmo2Size=4B2026.01 | 63 | |
| Qwen3-VL-ThinkingSize=2B2026.01 | 62 | |
| InternVL3.5Size=30B2026.01 | 62 | |
| Qwen2.5-VL-InstructSize=32B2026.01 | 62 | |
| InternVL3.5Size=4B2026.01 | 61 | |
| Qwen2.5-VL-InstructSize=7B2026.01 | 60 | |
| InternVL3.5Size=8B2026.01 | 60 | |
| Qwen3-VL-InstructSize=2B2026.01 | 59 | |
| VideoLLaMA3Size=7B2026.01 | 59 | |
| VideoChat-FlashSize=7B2026.01 | 58 | |
| MiniCPM-V-4Size=4B2026.01 | 57 | |
| VideoChat-FlashSize=2B2026.01 | 55 | |
| Qwen2.5-VL-InstructSize=3B2026.01 | 52 | |
| VideoLLaMA3Size=2B2026.01 | 51 | |
| GLM-4.6vSize=108B2026.01 | 49 | |
| LLaVA-NeXT-VideoSize=34B2026.01 | 47 | |
| GLM-4.5vSize=108B2026.01 | 47 | |
| LLaVA-NeXT-VideoSize=7B2026.01 | 44 | |
| GLM-4.6v-flashSize=108B2026.01 | 44 |