Linguistic Promptable Video Object Segmentation on Uni-SurgAI 3.8K
88.2J&F ScoreUniSurgSAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniSurgSAMSetting=Online, Modality=Textual2026.04 | 88.2 | 92.7 | 83.7 | 55 | |
| UniSurgSAMSetting=Online, Modality=Audio2026.04 | 88.2 | 92.7 | 83.7 | 53 | |
| ResurgSAM2Setting=Online, Modality=Textual2026.04 | 87.1 | 92.1 | 82.1 | 58 | |
| RefSAMSetting=Online, Modality=Textual2026.04 | 85.1 | 91.3 | 78.9 | 25 | |
| OnlineReferSetting=Online, Modality=Textual2026.04 | 83 | 90.6 | 75.4 | 26 | |
| ReferFormerSetting=Offline, Modality=Textual2026.04 | 82.5 | 90.1 | 74.8 | 42 | |
| SurgRefSetting=Offline, Modality=Textual2026.04 | 81.6 | 89.3 | 73.9 | 40 | |
| MUTRSetting=Offline, Modality=Textual2026.04 | 81.4 | 89.5 | 73.2 | 32 | |
| SAMWISESetting=Semi-online, Modality=Textual2026.04 | 79.3 | 88 | 70.6 | 12 | |
| RSVISSetting=Semi-online, Modality=Textual2026.04 | 75.7 | 83.2 | 68.2 | 28 |