Temporal Object Tracking on CholecSeg8K
65.37Jaccard MeanSP-TCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SP-TCNBackbone=HRNet32, Supervision level=Supervised2026.03 | 65.37 | — | — | |
| HRNet32Backbone=HRNet32, Supervision level=Supervised2026.03 | 61.1 | — | — | |
| ProposedBackbone=SDv2.1, Supervision level=Training-free2026.03 | 56.2 | 79.19 | 79.48 | |
| MedSAM-TrackBackbone=MedSAM, Supervision level=Training-free2026.03 | 56.02 | 78.91 | 78.54 | |
| SAM-TrackBackbone=SAM, Supervision level=Training-free2026.03 | 55.59 | 78.74 | 78.48 | |
| B-DINOBackbone=ViT-S/8, Supervision level=Training-free2026.03 | 52.14 | 77.08 | 77.37 | |
| B-SDXLBackbone=SDXLv1.0, Supervision level=Training-free2026.03 | 51.09 | 77.19 | 77.49 | |
| B-DINOv2Backbone=ViT-S/14, Supervision level=Training-free2026.03 | 47.83 | 74.5 | 74.8 | |
| B-DINOBackbone=ViT-S/16, Supervision level=Training-free2026.03 | 46.32 | 74.24 | 74.54 | |
| B-MAEBackbone=ViT-L/16, Supervision level=Training-free2026.03 | 43.51 | 72.26 | 72.56 | |
| B-ViTBackbone=ViT-B/16, Supervision level=Training-free2026.03 | 41.58 | 71.85 | 72.14 | |
| B-MaskCLIPBackbone=ViT-B/16, Supervision level=Training-free2026.03 | 39.26 | 69.1 | 69.43 | |
| B-CLIPBackbone=ViT-B/16, Supervision level=Training-free2026.03 | 31.68 | 64.91 | 65.29 | |
| B-ResNetBackbone=ResNet50, Supervision level=Training-free2026.03 | 27.83 | 54.08 | 54.29 |