Disease staging classification on EyePACS (test)
46.8Overall F1 ScoreVOLMO-2B
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VOLMO-2B2026.03 | 46.8 | 57.19 | 89.05 | 78.08 | 68.45 | 79.95 | 18.6 | 44.29 | 77.64 | 44.78 | 39.44 | 93.76 | 40.35 | 62.84 | 96.26 | 52.17 | 70.94 | 97.63 | |
| MedGemma-4B2026.03 | 45.87 | 50.4 | 91.48 | 93.08 | 95.62 | 71.4 | 22.08 | 18.75 | 96.56 | 43.21 | 31.99 | 97.27 | 21.32 | 37.16 | 94.67 | 49.64 | 68.47 | 97.49 | |
| RETFound2026.03 | 43.42 | 48.26 | 87.05 | 83.3 | 81.99 | 56.77 | 11.85 | 10.36 | 95.66 | 34.75 | 35.17 | 88.58 | 32.77 | 53.21 | 95.68 | 54.42 | 60.59 | 98.55 | |
| MedGemma-27B2026.03 | 39.69 | 45.41 | 90.02 | 92.87 | 98.17 | 61.48 | 12.69 | 8.39 | 98.39 | 36 | 23.91 | 98.48 | 14.33 | 19.72 | 96.08 | 42.56 | 76.85 | 95.69 | |
| InternVL-2B2026.03 | 0.96 | 20 | 80 | 0 | 0 | 100 | 0 | 0 | 100 | 0 | 0 | 100 | 4.8 | 100 | 0 | 0 | 0 | 100 | |
| LLaVA-Med2026.03 | 0 | 0 | 100 | 0 | 0 | 100 | 0 | 0 | 100 | 0 | 0 | 100 | 0 | 0 | 100 | 0 | 0 | 100 |