Medical Report Generation on Tuberculosis dataset
30.55F1 ScoreMedGemma + FF
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MedGemma + FFType=Fact-Flow2026.02 | 30.55 | 30.7 | 30.41 | 22.9 | 62.43 | 2.0664 | 23.05 | |
| Qwen2.5-VL + FFType=Fact-Flow2026.02 | 28.31 | 35.35 | 23.61 | 21.29 | 61.07 | 1.9434 | 22.36 | |
| R2GenCMNType=Traditional2026.02 | 23.34 | 29.03 | 19.52 | 6.03 | 65 | 1.7216 | 19.9 | |
| MedGemmaType=MLLM2026.02 | 22.66 | 24.22 | 21.3 | 7.95 | 65.66 | 1.7307 | 17.59 | |
| CvT2DistilGPT2Type=Traditional2026.02 | 21.28 | 23.33 | 19.57 | 16.55 | 57.52 | 1.7217 | 18.96 | |
| R2GPTType=Traditional2026.02 | 21.05 | 13.1 | 53.61 | 10.32 | 31.01 | 1.1659 | 18.13 | |
| R2GenCSRType=Traditional2026.02 | 20.41 | 30 | 15.46 | 14.78 | 63.33 | 1.8396 | 19.53 | |
| LLaVA-Med + FFType=Fact-Flow2026.02 | 20.16 | 19.74 | 20.59 | 12.87 | 60.18 | 1.5869 | 18.69 | |
| R2GenType=Traditional2026.02 | 19.09 | 22.73 | 16.46 | 6.82 | 64.23 | 1.7061 | 21.31 | |
| Gemini-2.5-ProType=Zero-Shot2026.02 | 7.13 | 4.57 | 16.21 | 0.08 | 3.01 | 0.0003 | 2.45 | |
| Gemini-2.5-FlashType=Zero-Shot2026.02 | 6.77 | 5.25 | 9.52 | 0.14 | 3.83 | 0.0102 | 2.95 | |
| Qwen2.5-VLType=MLLM2026.02 | 2.86 | 100 | 1.45 | 2.65 | 47.79 | 1.2035 | 11.41 | |
| LLaVA-MedType=MLLM2026.02 | 0 | 0 | 0 | 2.42 | 46.91 | 1.1719 | 11.77 |