Image Captioning Hallucination Evaluation on COCO Cap Chair
13.2168Chair-IVisPlay
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VisPlayModel=Qwen3-VL-2B-Instruct2026.06 | 13.2168 | 46.1869 | 71.3239 | |
| VisPlayModel=Qwen3-VL-4B-Instruct2026.06 | 13.2158 | 46.1849 | 74.3239 | |
| BaseModel=Qwen3-VL-2B-Instruct2026.06 | 13.2133 | 45.9601 | 72.0939 | |
| EvoLMMModel=Qwen3-VL-2B-Instruct2026.06 | 12.9851 | 44.2238 | 70.9924 | |
| iReasonerModel=Qwen3-VL-2B-Instruct2026.06 | 12.9835 | 44.2205 | 70.9931 | |
| BaseModel=Qwen3-VL-4B-Instruct2026.06 | 12.9141 | 44.5792 | 74.8582 | |
| VisionZero-CLEVRModel=Qwen3-VL-4B-Instruct2026.06 | 12.6038 | 45.3978 | 74.8559 | |
| VisionZero-ChartModel=Qwen3-VL-2B-Instruct2026.06 | 12.4823 | 43.3741 | 71.8795 | |
| VisionZero-ChartModel=Qwen3-VL-4B-Instruct2026.06 | 12.2069 | 44.4025 | 75.1604 | |
| EvoLMMModel=Qwen3-VL-4B-Instruct2026.06 | 12.2031 | 44.9048 | 75.0184 | |
| iReasonerModel=Qwen3-VL-4B-Instruct2026.06 | 12.2024 | 44.9035 | 75.0196 | |
| VisionZero-RWModel=Qwen3-VL-4B-Instruct2026.06 | 11.9079 | 43.4024 | 74.8604 | |
| VisionZero-CLEVRModel=Qwen3-VL-2B-Instruct2026.06 | 11.9074 | 44.9661 | 72.3015 | |
| VISEModel=Qwen3-VL-4B-Instruct2026.06 | 11.9041 | 43.0197 | 75.7404 | |
| BaseModel=Qwen3-VL-8B-Instruct2026.06 | 11.2047 | 43.4237 | 75.4236 | |
| VisionZero-ChartModel=Qwen3-VL-8B-Instruct2026.06 | 11.1628 | 43.2015 | 75.4728 | |
| VisionZero-RWModel=Qwen3-VL-8B-Instruct2026.06 | 11.1094 | 42.9624 | 75.5316 | |
| iReasonerModel=Qwen3-VL-8B-Instruct2026.06 | 11.0712 | 42.7358 | 75.5893 | |
| EvoLMMModel=Qwen3-VL-8B-Instruct2026.06 | 11.0187 | 42.4872 | 75.6441 | |
| VisionZero-CLEVRModel=Qwen3-VL-8B-Instruct2026.06 | 10.9829 | 42.2564 | 75.7014 | |
| VisPlayModel=Qwen3-VL-8B-Instruct2026.06 | 10.9364 | 42.0186 | 75.7562 | |
| BaseModel=Qwen3-VL-32B-Instruct2026.06 | 10.8543 | 42.6321 | 76.5346 | |
| VISEModel=Qwen3-VL-8B-Instruct2026.06 | 10.8375 | 41.5336 | 75.8369 | |
| iReasonerModel=Qwen3-VL-32B-Instruct2026.06 | 10.8129 | 42.5184 | 76.5812 | |
| VisPlayModel=Qwen3-VL-32B-Instruct2026.06 | 10.7564 | 42.3891 | 76.6943 | |
| VisionZero-ChartModel=Qwen3-VL-32B-Instruct2026.06 | 10.7085 | 42.2678 | 76.8125 | |
| EvoLMMModel=Qwen3-VL-32B-Instruct2026.06 | 10.6521 | 42.1346 | 76.9348 | |
| VisionZero-RWModel=Qwen3-VL-32B-Instruct2026.06 | 10.5994 | 42.0032 | 77.0816 | |
| VisionZero-CLEVRModel=Qwen3-VL-32B-Instruct2026.06 | 10.5468 | 41.9264 | 77.2193 | |
| VISEModel=Qwen3-VL-32B-Instruct2026.06 | 10.4173 | 41.8735 | 77.4621 | |
| VisionZero-RWModel=Qwen3-VL-2B-Instruct2026.06 | 10.2192 | 41.9136 | 72.0988 | |
| VISEModel=Qwen3-VL-2B-Instruct2026.06 | 8.2132 | 40.5097 | 72.3145 |