Farmland Segmentation on FarmSeg-VL (test)
92.85mAccFarmMind
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FarmMindSegmentation Paradigm=Dynamic2026.01 | 92.85 | 84.43 | 91.25 | 93.04 | |
| FSVLMSegmentation Paradigm=Static, Guidance Type=Language-driven2026.01 | 90.02 | 83.39 | 90.12 | 90.51 | |
| LaSagnASegmentation Paradigm=Static, Guidance Type=Language-driven2026.01 | 89.7 | 81.35 | 89.71 | 89.08 | |
| SegFormerSegmentation Paradigm=Static, Guidance Type=Label-driven2026.01 | 86.45 | 76.13 | 86.44 | 86.45 | |
| PixelLMSegmentation Paradigm=Static, Guidance Type=Language-driven2026.01 | 86.38 | 75.88 | 86.27 | 87.39 | |
| DeepLabv3+Segmentation Paradigm=Static, Guidance Type=Label-driven2026.01 | 79.94 | 66.23 | 79.61 | 79.94 | |
| U-NetSegmentation Paradigm=Static, Guidance Type=Label-driven2026.01 | 75.18 | 59.91 | 74.84 | 75.18 |