Ship Instance Segmentation on HRSID-Inshore (test)
71.72mIoUSupervised
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SupervisedBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 71.72 | 82.42 | |
| SupervisedBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 70.83 | 81.61 | |
| SupervisedBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 67.45 | 78.56 | |
| SupervisedBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 66.7 | 78.5 | |
| SupervisedBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 65.89 | 77.65 | |
| SupervisedBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 63.29 | 75.32 | |
| PointSAMBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 59.37 | 72.43 | |
| PointSAMBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 58.83 | 71.98 | |
| ReSAMBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 58.75 | 71.09 | |
| PointSAMBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 57.79 | 70.5 | |
| ReSAMBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 57.65 | 70.41 | |
| ReSAMBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 56.15 | 69.23 | |
| PointSAMBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 56.06 | 68.38 | |
| PointSAMBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 55.79 | 68.82 | |
| ReSAMBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 55.71 | 68.41 | |
| ReSAMBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 55.31 | 67.72 | |
| DePTBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 55.18 | 67.86 | |
| DePTBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 54.76 | 68.04 | |
| DePTBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 54.13 | 67.17 | |
| PointSAMBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 52.45 | 65.11 | |
| TribeBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 51.22 | 61.43 | |
| WeSAMBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 50.5 | 62.53 | |
| DePTBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 50.19 | 58.74 | |
| WeSAMBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 47.7 | 60.77 | |
| WeSAMBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 47.61 | 60.02 | |
| Self-TrainingBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 47.44 | 58.92 | |
| Direct testBase Model=SAM-based, Number of Prompt Points=1-Point2025.11 | 46.56 | 56.06 | |
| TribeBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 46.51 | 59.9 | |
| WeSAMBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 45.3 | 59.06 | |
| Self-TrainingBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 44.14 | 56.42 | |
| DePTBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 43.52 | 55.58 | |
| ReSAMBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 42.59 | 54.66 | |
| Self-TrainingBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 42.46 | 54.99 | |
| TribeBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 42.32 | 53.39 | |
| TribeBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 42.12 | 55.12 | |
| WeSAMBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 41.95 | 53.58 | |
| TribeBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 39.19 | 51.11 | |
| Self-TrainingBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 38.9 | 49.99 | |
| Direct testBase Model=SAM-based, Number of Prompt Points=2-Point2025.11 | 37.8 | 48.34 | |
| Self-TrainingBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 37.39 | 47.56 | |
| Direct testBase Model=SAM2-based, Number of Prompt Points=2-Point2025.11 | 37.26 | 49.07 | |
| WeSAMBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 35.51 | 46.54 | |
| Direct testBase Model=SAM2-based, Number of Prompt Points=1-Point2025.11 | 35.4 | 46.14 | |
| Direct testBase Model=SAM2-based, Number of Prompt Points=3-Point2025.11 | 34.89 | 46.75 | |
| DePTBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 34.73 | 46.08 | |
| TribeBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 32.61 | 42.77 | |
| Self-TrainingBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 29.19 | 39.19 | |
| Direct testBase Model=SAM-based, Number of Prompt Points=3-Point2025.11 | 28.32 | 37.57 |