Terraced parcel extraction on GTPBD-MM 1.0 (test)
86.4RecallETTerra
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ETTerraMethod Family=MM Parcel Delin., Input=I+T+D, Pub.=This work2026.04 | 86.4 | 80.8 | 81.51 | 68.73 | 81.76 | 63.72 | 49.52 | 22.4 | 35.64 | 36.78 | |
| REAUNetMethod Family=Parcel Delin., Input=I, Pub.=JAG’242026.04 | 84.61 | 77.02 | 77.15 | 62.8 | 77.8 | 36.35 | 27.42 | 28.84 | 39.67 | 40.82 | |
| PixelLMMethod Family=Reasoning Seg., Input=I+T, Pub.=CVPR’242026.04 | 84.34 | 78.53 | 79.13 | 65.45 | 79.59 | 29.62 | 20.33 | 21.52 | 43.92 | 39.56 | |
| Deeplabv3Method Family=Gen. Sem. Seg., Input=I, Pub.=CVPR’182026.04 | 81.07 | 77.77 | 79.03 | 65.25 | 79.21 | 28.29 | 20.04 | 21.76 | 40.85 | 38.42 | |
| LISAMethod Family=Reasoning Seg., Input=I+T, Pub.=CVPR’242026.04 | 80.65 | 77.67 | 79.02 | 65.23 | 79.16 | 42.06 | 31.1 | 28.27 | 38.77 | 39.94 | |
| LaSagnAMethod Family=Reasoning Seg., Input=I+T, Pub.=Arxiv’242026.04 | 74.41 | 75.31 | 77.96 | 63.6 | 77.64 | 44.57 | 33.09 | 35.29 | 36.07 | 42.06 | |
| FSVLMMethod Family=MM Parcel Delin., Input=I+T, Pub.=TGRS’252026.04 | 74.09 | 76.1 | 78.95 | 64.88 | 78.53 | 43.34 | 31.87 | 35.2 | 38.59 | 44.02 | |
| SegFormerMethod Family=Gen. Sem. Seg., Input=I, Pub.=NeurIPS’212026.04 | 69.07 | 71.66 | 79.14 | 63.75 | 77.21 | 22.97 | 15.7 | 26.1 | 41.45 | 41.1 | |
| Mask2FormerMethod Family=Gen. Sem. Seg., Input=I, Pub.=CVPR’222026.04 | 64.2 | 69.69 | 74.73 | 58.93 | 73.82 | 36 | 26.33 | 33.92 | 38.03 | 41.98 | |
| PSPNetMethod Family=Gen. Sem. Seg., Input=I, Pub.=CVPR’172026.04 | 63.12 | 69.39 | 72.83 | 58.29 | 72.97 | 18.93 | 12.71 | 20 | 46.47 | 40.63 | |
| HBGNetMethod Family=Parcel Delin., Input=I, Pub.=ISPRS’252026.04 | 58.14 | 64.42 | 70.95 | 54.05 | 69.84 | 57.62 | 42.64 | 81.6 | 31.98 | 66.93 | |
| U-NetMethod Family=Gen. Sem. Seg., Input=I, Pub.=MICCAI’152026.04 | 57.15 | 65.42 | 72.67 | 55.87 | 71.32 | 22.97 | 15.57 | 44.51 | 39.47 | 47.11 |