Medical Report Generation on MIMIC-CXR & OPEN-I Weighted Average
29.07BLEU-1DeepMedix-R1
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DeepMedix-R12025.09 | 29.07 | 19.12 | 14.09 | 10.96 | 28.07 | 28.73 | 22.19 | 28.09 | 48.62 | 42.75 | 51.07 | 29.34 | |
| LLaVA-Rad2025.09 | 23.73 | 14.2 | 9.74 | 7.11 | 23.44 | 24.32 | 17.59 | 27.06 | 45.09 | 40.54 | 48.96 | 25.62 | |
| DeepMedix2025.09 | 22.84 | 16.41 | 13.13 | 11.36 | 22.72 | 26.06 | 19.79 | 20.58 | 40.19 | 31.54 | 40.44 | 24.1 | |
| HuatuoGPT-Vision2025.09 | 15.22 | 7.54 | 4.37 | 2.85 | 19.22 | 15.15 | 9.05 | 18.99 | 30.63 | 31.04 | 36.21 | 17.3 | |
| MedGemma2025.09 | 14.78 | 8.13 | 5.3 | 3.72 | 21.84 | 17.1 | 15.5 | 27.68 | 44.88 | 40.01 | 47.05 | 22.36 | |
| CheXagent2025.09 | 11.33 | 8.46 | 7.23 | 6.52 | 12.95 | 14.62 | 13.65 | 17.97 | 31.71 | 27.02 | 32.65 | 16.74 | |
| DeepSeek-VL-7B2025.09 | 9.39 | 4.04 | 2.34 | 1.62 | 13.52 | 13.03 | 4.99 | 12.68 | 25.44 | 10.88 | 15.37 | 10.3 | |
| Qwen2.5-VL-32B2025.09 | 7.01 | 3.38 | 1.91 | 1.2 | 17.06 | 11.89 | 7.48 | 19.24 | 29.38 | 28.43 | 30.67 | 14.33 | |
| Qwen2.5-VL-7Bthinking=true2025.09 | 6.42 | 3.83 | 2.95 | 2.51 | 7.52 | 9.72 | 5.03 | 12.38 | 20.82 | 15.81 | 17.26 | 9.48 | |
| Qwen2.5-VL-7B2025.09 | 6.25 | 3.05 | 1.75 | 1.11 | 15.74 | 11.58 | 8.23 | 15.61 | 24.38 | 21.81 | 24.2 | 12.16 |