Linguistic Promptable Video Object Segmentation on Uni-EndoVis 17
82.4J&F ScoreUniSurgSAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniSurgSAMSetting=Online, Modality=Textual2026.04 | 82.4 | 82.3 | 82.4 | 55 | |
| UniSurgSAMSetting=Online, Modality=Audio2026.04 | 79.1 | 79 | 79.2 | 53 | |
| ResurgSAM2Setting=Online, Modality=Textual2026.04 | 78.1 | 78.2 | 78 | 58 | |
| RefSAMSetting=Online, Modality=Textual2026.04 | 63.6 | 63.8 | 63.4 | 25 | |
| ReferFormerSetting=Offline, Modality=Textual2026.04 | 62.5 | 62.3 | 62.6 | 42 | |
| SurgRefSetting=Offline, Modality=Textual2026.04 | 62.3 | 62 | 62.5 | 40 | |
| RSVISSetting=Semi-online, Modality=Textual2026.04 | 61.3 | 61.4 | 61.1 | 28 | |
| MUTRSetting=Offline, Modality=Textual2026.04 | 61 | 60.8 | 61.2 | 32 | |
| OnlineReferSetting=Online, Modality=Textual2026.04 | 60.3 | 60.3 | 60.3 | 26 | |
| SAMWISESetting=Semi-online, Modality=Textual2026.04 | 60.1 | 59.5 | 60.6 | 12 |