Video Object Segmentation on Placenta
39.74Dice (D)EchoPilot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EchoPilotVenue=-, Prompt=P+T, Pretrained Weights=SAM22026.05 | 39.74 | 84.96 | 5.92 | |
| EchoPilotVenue=-, Prompt=P+T, Pretrained Weights=MedSAM22026.05 | 38.87 | 63.4 | 3.28 | |
| SAM2LongVenue=ICCV’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 34.92 | 120.38 | 3.48 | |
| MA-SAM2Venue=MICCAI’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 33.54 | 129.54 | 3.29 | |
| MedSAM2Venue=arXiv’25, Prompt=P, Pretrained Weights=MedSAM22026.05 | 33.52 | 129.56 | 3.27 | |
| MedSAM 3Venue=arXiv’25, Prompt=P+T2026.05 | 20.69 | 140.16 | 5.39 | |
| SAM2LongVenue=ICCV’25, Prompt=P, Pretrained Weights=SAM22026.05 | 16.76 | 268.99 | 0.89 | |
| MA-SAM2Venue=MICCAI’25, Prompt=P, Pretrained Weights=SAM22026.05 | 16.75 | 267.26 | 0.9 | |
| SAM2Venue=ICLR’25, Prompt=P, Pretrained Weights=SAM22026.05 | 16.74 | 267.24 | 0.89 |