Medical Report Generation on IU-Xray
44.9ROUGE-LFleming-VL-8B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fleming-VL-8BAccess=Open-source, Parameters=8B2026.02 | 44.9 | 198.6 | 66 | 51.3 | |
| Lingshu-7BAccess=Open-source, Parameters=7B2026.02 | 41.2 | 180.7 | 57.6 | 48.4 | |
| Gemini-2.5-FlashAccess=Closed-source2026.02 | 33.5 | 129.3 | 55.6 | 50.9 | |
| MedMO-8BAccess=Open-source, Parameters=8B2026.02 | 31.1 | 169.7 | 45.3 | 41.3 | |
| MedGemma-4B-ITAccess=Open-source, Parameters=4B2026.02 | 30.8 | 103.6 | 57 | 46.8 | |
| GPT-4.1Access=Closed-source2026.02 | 30.2 | 124.6 | 51.3 | 47.5 | |
| HuatuoGPT-V-7BAccess=Open-source, Parameters=7B2026.02 | 29.6 | 104.3 | 52.9 | 40.7 | |
| MedMO-4BAccess=Open-source, Parameters=4B2026.02 | 26.6 | 94 | 42.1 | 41.3 | |
| Qwen2.5VL-7BAccess=Open-source, Parameters=7B2026.02 | 26.5 | 78.1 | 48.4 | 36.3 | |
| Claude Sonnet 4Access=Closed-source2026.02 | 25.4 | 88.3 | 55.4 | 41 | |
| Qwen3VL-8BAccess=Open-source, Parameters=8B2026.02 | 25 | 91.44 | 52.5 | 42.9 | |
| InternVL2.5-8BAccess=Open-source, Parameters=8B2026.02 | 24.8 | 75.4 | 51.1 | 36.7 | |
| InternVL3-8BAccess=Open-source, Parameters=8B2026.02 | 22.9 | 76.2 | 51.2 | 31.3 | |
| MedVLM-R1-2BAccess=Open-source, Parameters=2B2026.02 | 22.7 | 61.1 | 46.1 | 22.7 | |
| BioMediX2-8BAccess=Open-source, Parameters=8B2026.02 | 19.6 | 58.8 | 40.1 | 11.6 | |
| LLaVA-Med-7BAccess=Open-source, Parameters=7B2026.02 | 18.8 | 68.2 | 40.9 | 16 | |
| Med-R1-2BAccess=Open-source, Parameters=2B2026.02 | 16.1 | 38.3 | 41.4 | 12.5 |