Linguistic Promptable Video Object Segmentation on Uni-EndoVis 18-T
79.8J&F ScoreUniSurgSAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniSurgSAMSetting=Online, Modality=Textual2026.04 | 79.8 | 86.2 | 73.4 | 55 | |
| UniSurgSAMSetting=Online, Modality=Audio2026.04 | 79.7 | 86 | 73.3 | 53 | |
| ResurgSAM2Setting=Online, Modality=Textual2026.04 | 75.4 | 81.4 | 69.4 | 58 | |
| RefSAMSetting=Online, Modality=Textual2026.04 | 71.9 | 77.7 | 66.1 | 25 | |
| OnlineReferSetting=Online, Modality=Textual2026.04 | 70.6 | 77.6 | 63.6 | 26 | |
| RSVISSetting=Semi-online, Modality=Textual2026.04 | 65.7 | 72.9 | 58.5 | 28 | |
| SurgRefSetting=Offline, Modality=Textual2026.04 | 65.3 | 71.5 | 59.1 | 40 | |
| SAMWISESetting=Semi-online, Modality=Textual2026.04 | 64.5 | 71.9 | 57 | 12 | |
| MUTRSetting=Offline, Modality=Textual2026.04 | 63.6 | 71.5 | 55.6 | 32 | |
| ReferFormerSetting=Offline, Modality=Textual2026.04 | 61.9 | 69.9 | 53.8 | 42 |