Video Object Segmentation on CAMUS
95.31Dice CoefficientEchoPilot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EchoPilotVenue=-, Prompt=P+T, Pretrained Weights=MedSAM22026.05 | 95.31 | 0.83 | 77.35 | |
| SAM2LongVenue=ICCV’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 91.01 | 2.23 | 78.91 | |
| MA-SAM2Venue=MICCAI’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 90.85 | 2.28 | 77.37 | |
| MedSAM2Venue=arXiv’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 90.83 | 2.29 | 77.34 | |
| MedSAM 3Venue=arXiv’25, Prompt=P+T2026.05 | 67.15 | 13.98 | 15.24 | |
| EchoPilotVenue=-, Prompt=P+T, Pretrained Weights=SAM22026.05 | 34.09 | 28.86 | 3.21 | |
| SAM2LongVenue=ICCV’25, Prompt=P, Pretrained Weights=SAM22026.05 | 28.44 | 56.65 | 0.8 | |
| MA-SAM2Venue=MICCAI’25, Prompt=P, Pretrained Weights=SAM22026.05 | 28.43 | 56.81 | 0.81 | |
| SAM2Venue=ICLR’25, Prompt=P, Pretrained Weights=SAM22026.05 | 28.41 | 56.84 | 0.8 |