Medical Image Segmentation on MeCoVQA-G
23.6Der Error RateOMG-LLaVA
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OMG-LLaVA2026.06 | 23.6 | 3.5 | 0.8 | 2.2 | 11.7 | 2.7 | 5.5 | 3.5 | 6.7 | |
| LISA++2026.06 | 32 | 4.2 | 2.3 | 2.1 | 8.8 | 6.3 | 7.2 | 3.4 | 8.3 | |
| GLaMM2026.06 | 33.5 | 2.6 | 1 | 2.2 | 9.6 | 3.2 | 4.1 | 2.9 | 7.8 | |
| LaSagnA2026.06 | 33.6 | 5 | 2.3 | 2.6 | 18 | 8.7 | 14.1 | 4.7 | 11.1 | |
| LISA2026.06 | 45.6 | 7.3 | 4.4 | 4.2 | 30 | 9.3 | 16.4 | 6.5 | 15.5 | |
| BiomedParse2026.06 | 69.6 | 40.5 | 18.8 | 25.4 | 66.2 | 20.8 | 8.8 | 72 | 40.3 | |
| MEDSIGHT2026.06 | 71.7 | 46.4 | 22.1 | 26.7 | 70.8 | 23.1 | 9.2 | 72.1 | 42.8 | |
| MedPLIB2026.06 | 79.8 | 57.2 | 65.6 | 6.6 | 46.1 | 26.3 | 34.4 | 5.1 | 40.1 |