Mosaic Segmentation on Mosaic Dataset Image IDs 7 and 11 (test)
12.38CountSAM 2 (Pretrained)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAM 2 (Pretrained)ImageID=72025.12 | 12.38 | 62 | 75 | 68 | |
| SAM 2 (Pretrained)ImageID=Avg2025.12 | 6.95 | 72 | 81 | 76 | |
| SAM 2 (Pretrained)ImageID=112025.12 | 1.52 | 83 | 87 | 85 | |
| Tessella-Oriented SegmentationImageID=112025.12 | 0.9 | 63 | 78 | 70 | |
| Tessella-Oriented SegmentationImageID=Avg2025.12 | 0.52 | 64 | 83 | 72 | |
| U-NetImageID=72025.12 | 0.3 | 65 | 80 | 73 | |
| U-NetImageID=Avg2025.12 | 0.3 | 65 | 76 | 71 | |
| U-NetImageID=112025.12 | 0.29 | 65 | 72 | 69 | |
| U-Net3ImageID=72025.12 | 0.25 | 75 | 90 | 82 | |
| U-Net3ImageID=Avg2025.12 | 0.2 | 73 | 87 | 80 | |
| Tessella-Oriented SegmentationImageID=72025.12 | 0.14 | 64 | 87 | 74 | |
| U-Net3ImageID=112025.12 | 0.14 | 71 | 83 | 77 | |
| Genetic AlgorithmsImageID=72025.12 | 0.03 | 50 | 76 | 60 | |
| Genetic AlgorithmsImageID=112025.12 | 0.03 | 46 | 67 | 55 | |
| Genetic AlgorithmsImageID=Avg2025.12 | 0.03 | 48 | 72 | 58 | |
| Fine-Tuned SAM 2ImageID=112025.12 | 0.03 | 89 | 86 | 87 | |
| Fine-Tuned SAM 2ImageID=Avg2025.12 | 0.02 | 82 | 83 | 83 | |
| Fine-Tuned SAM 2ImageID=72025.12 | 0.01 | 76 | 81 | 78 |