Semantic Segmentation on Semantic Drone Dataset (test)
4,109.6Training Time (s)scatter based conv
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scatter based convImage size=256, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 4,109.6 | 91.88 | 0.2175 | |
| E2CNN convImage size=256, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 6,908.2 | 92.06 | 0.2943 | |
| ORN convImage size=256, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 7,651.6 | 91.93 | 0.3501 | |
| cudnn based convImage size=256, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 7,713.1 | 91.88 | 0.357 | |
| scatter based convImage size=1024, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 20,761.8 | 90.43 | 1.623 | |
| E2CNN convImage size=1024, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 28,925.6 | 90.62 | 1.946 | |
| cudnn based convImage size=1024, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 30,936.5 | 90.39 | 2.103 | |
| ORN convImage size=1024, Rotation-Invariant Convolutions=Four-Orientation2025.12 | 31,025.2 | 90.41 | 2.203 |