Semantic Segmentation on EndoVis18 (Seq 5 & Seq 9)
52.96Seq 5: Inst-Wrist IoUDeGenseGS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DeGenseGS2026.07 | 52.96 | 82.22 | 20.26 | 22.24 | 45.46 | 44.63 | |
| SurgTPGS2026.07 | 43.29 | 71.98 | 22.64 | 17.07 | 40.48 | 39.09 | |
| LS-CAT-Seg2026.07 | 17.16 | 54.42 | 38.49 | 21.74 | 0.11 | 26.38 | |
| LS-SurgVLP2026.07 | 7.36 | 52.94 | 9.87 | 11.72 | 7.02 | 17.78 | |
| LangSplat2026.07 | 5.17 | 59.16 | 16.47 | 7.89 | 6.15 | 18.96 | |
| FE-4DGS2026.07 | 1.46 | 52.14 | 6.18 | 4.3 | 6.08 | 14.03 | |
| DGD2026.07 | 1.14 | 21.68 | 8.22 | 5.04 | 7.37 | 8.69 | |
| OG-SurgVLP2026.07 | 1.13 | 0.54 | 0 | 0 | 0 | 0.33 | |
| OpenGaussian2026.07 | 0 | 1.62 | 0 | 0 | 0 | 0.32 | |
| OG-CAT-Seg2026.07 | 0 | 0.06 | 29.38 | 12.82 | 14.89 | 11.43 |