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Benchmarks
Satellite Image Segmentation on LoveDA (test)
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50.21
mIoU (Test)
CM-UNet
47.3396
48.0848
48.83
49.5752
Apr 11, 2026
mIoU (Test)
Latency (ms)
Power Consumption (W)
Energy per Image (mJ)
Throughput (FPS)
Efficiency (FPS/Watt)
Model Size (MB)
Updated 3mo ago
Evaluation Results
Method
Method
Links
mIoU (Test)
Latency (ms)
Power Consumption (W)
Energy per Image (mJ)
Throughput (FPS)
Efficiency (FPS/Watt)
Model Size (MB)
CM-UNet
b (encoder base width)...
2026.04
50.21
178.63
7.21
1,287.92
5.6
0.78
51.56
SatReg
b (encoder base width)...
2026.04
47.54
108.2
5.9
638.38
9.24
1.57
12.36
SatReg
b (encoder base width)...
2026.04
47.45
109.72
5.75
630.67
9.11
1.58
12.36
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