Methane Plume Segmentation on AVIRIS-NG STARCOP 512 x 512 tiles 72 bands (2122–2488 nm range)
65.93RecallU-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| U-NetInput=RGB+Mag1c (tile-wise), Backbone=U-Net2026.06 | 65.93 | 29.51 | 40.29 | 65.34 | 60.91 | 2.78 | |
| Mag1c (original, column-wise)Processing mode=column-wise, Algorithm=Mag1c (original)2026.06 | 58.42 | 30.57 | 40.14 | 67.5 | 98.52 | 0.06 | |
| U-NetInput=RGB+MF, Backbone=U-Net2026.06 | 57.41 | 36.05 | 43.09 | 61.32 | 1.11 | 2.78 | |
| U-NetInput=RGB+Mag1c-SAS, Backbone=U-Net2026.06 | 56.41 | 34.62 | 42.54 | 61.38 | 1.19 | 2.78 | |
| U-NetInput=RGB+CEM, Backbone=U-Net2026.06 | 55.47 | 23.49 | 31.9 | 53.55 | 0.68 | 2.78 | |
| Mag1c-SASAlgorithm=Mag1c-SAS2026.06 | 52.8 | 19.44 | 28.42 | 56.34 | 1.19 | 0.06 | |
| LinkNetInput=RGB+Mag1c-SAS, Backbone=LinkNet2026.06 | 51.11 | 40.43 | 44.44 | 60.37 | 1.19 | 0.33 | |
| U-NetInput=RGB+ACE, Backbone=U-Net2026.06 | 47.5 | 33.72 | 38.72 | 51.32 | 2.83 | 2.78 | |
| MFAlgorithm=MF2026.06 | 43.73 | 14.07 | 21.29 | 43.96 | 1.11 | 0.06 | |
| Mag1c (tile-wise)Processing mode=tile-wise, Algorithm=Mag1c2026.06 | 43.71 | 22.79 | 29.96 | 51.77 | 60.91 | 0.06 | |
| CEMAlgorithm=CEM2026.06 | 39.92 | 11.42 | 17.76 | 39.25 | 0.68 | 0.06 | |
| ACEAlgorithm=ACE2026.06 | 31.56 | 13.7 | 19.11 | 37.5 | 2.83 | 0.06 |