Medical Image Segmentation on DiagSeg
65.8CT ScoreMEDSIGHT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MEDSIGHT# Params=8B2026.06 | 65.8 | 82.3 | 57.7 | 52.9 | 65.8 | 70 | 87.7 | 55.6 | 69.9 | |
| LISA# Params=7B2026.06 | 15.7 | 9.8 | 34 | 45.2 | 39.3 | 28.9 | 62.6 | 19.1 | 31.8 | |
| LaSagnA# Params=7B2026.06 | 9.3 | 8.7 | 18.2 | 30 | 14.1 | 18 | 34.9 | 12.6 | 18.2 | |
| MedPLIB# Params=14B/7B2026.06 | 3.8 | 47.1 | 29.8 | 19.3 | 49.9 | 16.6 | 80.4 | 7.2 | 31.8 | |
| LISA++# Params=7B2026.06 | 1.9 | 12.5 | 21.6 | 26.9 | 8.9 | 6.8 | 31.2 | 0.7 | 13.8 | |
| GLaMM# Params=7B2026.06 | 1.6 | 4.5 | 16.6 | 22.8 | 9.9 | 5.6 | 26.3 | 0.8 | 11 | |
| OMG-LLaVA# Params=7B2026.06 | 0.9 | 5.1 | 15.5 | 20.7 | 11.7 | 7.7 | 25.9 | 1 | 11.1 |