Hallucination object detection on HOD
98.9ScoreYuvion VL
Evaluation results
| Method | Links | |
|---|---|---|
| Yuvion VLModel Scale=32B, Decoding Mode=Instruct2026.06 | 98.9 | |
| Yuvion VLModel Scale=8B, Decoding Mode=Reasoning2026.06 | 95.2 | |
| Yuvion VLModel Scale=8B, Decoding Mode=Instruct2026.06 | 92.8 | |
| Yuvion VLModel Scale=32B, Decoding Mode=Reasoning2026.06 | 79.2 | |
| K2.5Model Scale=≈1T2026.06 | 56.7 | |
| Qwen3-VLModel Scale=8B, Decoding Mode=Thinking2026.06 | 52.5 | |
| Qwen3-VLModel Scale=32B, Decoding Mode=Instruct2026.06 | 46.8 | |
| Qwen3-VLModel Scale=32B, Decoding Mode=Thinking2026.06 | 33.2 | |
| GPT-5.4Model Scale=≈1.5T2026.06 | 32.4 | |
| Qwen3.5-PlusModel Scale=397B2026.06 | 32.1 | |
| Qwen3-VLModel Scale=8B, Decoding Mode=Instruct2026.06 | 31.8 | |
| Opus-4.6Model Scale=≈800B2026.06 | 14.4 |