Video Object Segmentation on Breast Lesion
68.44Dice CoefficientEchoPilot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EchoPilotVenue=-, Prompt=P+T, Pretrained Weights=MedSAM22026.05 | 68.44 | 28.2 | 23.91 | |
| SAM2LongVenue=ICCV’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 66.73 | 47 | 26.1 | |
| EchoPilotVenue=-, Prompt=P+T, Pretrained Weights=SAM22026.05 | 63.38 | 22.98 | 21.35 | |
| MedSAM2Venue=arXiv’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 61.24 | 86.12 | 23.63 | |
| MA-SAM2Venue=MICCAI’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 61.15 | 86.14 | 23.25 | |
| MedSAM 3Venue=arXiv’25, Prompt=P+T2026.05 | 56.93 | 43.31 | 16.58 | |
| SAM2Venue=ICLR’25, Prompt=P, Pretrained Weights=SAM22026.05 | 56 | 56.54 | 19.83 | |
| MA-SAM2Venue=MICCAI’25, Prompt=P, Pretrained Weights=SAM22026.05 | 55.76 | 56.61 | 19.67 | |
| SAM2LongVenue=ICCV’25, Prompt=P, Pretrained Weights=SAM22026.05 | 55.41 | 54.96 | 19.56 |