Referring Video Object Segmentation on Ref-EndoVis tool 18 (test)
84.48J&FSurgRef
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SurgRefKFS module=true2026.01 | 84.48 | 85.91 | 83.05 | — | 66.89 | 61.72 | |
| MPG-SAM 22026.01 | 83.03 | 83.11 | 82.94 | — | 62.14 | 59.67 | |
| VISA2026.01 | 82.71 | 83.46 | 81.96 | — | 63.77 | 58.72 | |
| ReSurgSAM2Setting=Online2025.05 | 80.62 | 80.94 | 80.31 | 61.2 | — | — | |
| SurgRefKFS module=false2026.01 | 80.27 | 80.08 | 80.45 | — | 57.86 | 55.23 | |
| RefSAMSetting=Online2025.05 | 72.86 | 73.4 | 72.31 | 25.4 | — | — | |
| OnlineReferSetting=Online2025.05 | 72.19 | 71.88 | 72.5 | 25.6 | — | — | |
| ReferFormerSetting=Offline2025.05 | 71.09 | 70.96 | 71.23 | 42.3 | — | — | |
| RSVISSetting=Online2025.05 | 68.35 | 68.55 | 68.15 | 22.1 | — | — | |
| MUTRSetting=Offline2025.05 | 67.56 | 67.79 | 67.33 | 32.3 | — | — | |
| VIS-Net2026.01 | 59.03 | 58.51 | 59.56 | — | 54.24 | 49.97 |