Image Description on NOVA OOD
18.43METEORLingshu-32B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Lingshu-32BModel Category=Medical Domain2026.06 | 18.43 | 19.18 | 56.34 | |
| BrReMarkModel Category=Thinking with Images2026.06 | 18.04 | 17.02 | 61.3 | |
| HuatuoGPT-V-7BModel Category=Medical Domain2026.06 | 17.99 | 13.84 | 52.63 | |
| BrReMark w/o rlocModel Category=Thinking with Images2026.06 | 17.65 | 15.04 | 58.41 | |
| BrReMark w/o synthesisModel Category=Thinking with Images2026.06 | 17.61 | 16.18 | 57.9 | |
| BrReMark w/o rfmtModel Category=Thinking with Images2026.06 | 17.44 | 15.27 | 59.22 | |
| BrReMark w/o rllmModel Category=Thinking with Images2026.06 | 17.31 | 14.89 | 59.29 | |
| Lingshu-7BModel Category=Medical Domain2026.06 | 17.26 | 15.84 | 54.36 | |
| InternVL3.5-8BModel Category=General Domain2026.06 | 17.18 | 15.51 | 57.49 | |
| Qwen2.5-VL-72BModel Category=General Domain2026.06 | 16.13 | 15.86 | 41.7 | |
| GRITModel Category=Thinking with Images2026.06 | 15.74 | 13.34 | 35.47 | |
| MedVLM-R1Model Category=Medical Domain2026.06 | 15.69 | 13.19 | 30.51 | |
| Qwen2.5-VL-7BModel Category=General Domain2026.06 | 14.5 | 14.32 | 37.84 | |
| LLaVA-v1.5-13BModel Category=General Domain2026.06 | 14.3 | 8.4 | 21.47 |