Instance Segmentation on NWPU VHR-10 (test)
83.41mIoUSupervised
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SupervisedFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 83.41 | 90.32 | |
| SupervisedFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 83.14 | 90.11 | |
| SupervisedFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 81.76 | 88.48 | |
| SupervisedFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 81.12 | 88.79 | |
| SupervisedFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 80.88 | 88.58 | |
| SupervisedFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 78.73 | 86.74 | |
| ReSAMFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 71.52 | 82.56 | |
| ReSAMFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 71.25 | 82.15 | |
| PointSAMFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 70 | 80.22 | |
| WeSAMFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 69.77 | 79.83 | |
| ReSAMFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 69.09 | 79.06 | |
| PointSAMFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 69.05 | 80.27 | |
| ReSAMFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 68.8 | 78.74 | |
| ReSAMFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 68.72 | 78.07 | |
| PointSAMFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 67.98 | 78.57 | |
| WeSAMFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 67.24 | 78.35 | |
| DePTFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 67.13 | 74.35 | |
| PointSAMFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 67.03 | 77.42 | |
| TribeFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 67.02 | 77.76 | |
| PointSAMFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 66.66 | 76.03 | |
| WeSAMFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 66.03 | 76.73 | |
| TribeFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 65.54 | 76.05 | |
| Self-TrainingFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 65.34 | 76.05 | |
| DePTFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 64.97 | 74.47 | |
| DePTFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 64.92 | 75.82 | |
| WeSAMFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 64.86 | 76 | |
| WeSAMFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 64.85 | 75.28 | |
| TribeFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 64.56 | 75.6 | |
| ReSAMFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 64.28 | 75.42 | |
| TribeFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 64.27 | 73.79 | |
| DePTFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 63.98 | 75.28 | |
| Self-TrainingFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 63.94 | 74.11 | |
| Direct testFoundation Model=SAM-based, Prompt configuration=2-Point2025.11 | 63.93 | 74.92 | |
| Self-TrainingFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 63.63 | 74.36 | |
| DePTFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 63.62 | 74.58 | |
| Direct testFoundation Model=SAM2-based, Prompt configuration=2-Point2025.11 | 62.68 | 73.87 | |
| PointSAMFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 62.26 | 73.66 | |
| Self-TrainingFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 61.86 | 73.27 | |
| Direct testFoundation Model=SAM2-based, Prompt configuration=3-Point2025.11 | 61.76 | 73.39 | |
| TribeFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 61.59 | 71.86 | |
| Direct testFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 60.98 | 71.95 | |
| TribeFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 60.84 | 71.39 | |
| Self-TrainingFoundation Model=SAM-based, Prompt configuration=3-Point2025.11 | 60.47 | 71.94 | |
| Self-TrainingFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 59.62 | 70.38 | |
| WeSAMFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 58.89 | 70.32 | |
| DePTFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 58.85 | 69.22 | |
| Direct testFoundation Model=SAM2-based, Prompt configuration=1-Point2025.11 | 58.28 | 69.43 | |
| Direct testFoundation Model=SAM-based, Prompt configuration=1-Point2025.11 | 58.06 | 68.8 |