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SceneNet

Benchmarks

Task NameDataset NameSOTA ResultTrend
Scene ReconstructionSceneNet (test)
Chamfer Distance (CD)0.5
16
Depth CompletionSceneNet from VOID
MAE113.93
15
Semantic MappingSceneNet Closed-set (12 full scenes)
FPS16.55
6
Semantic MappingSceneNet (SN)
mIoU12.8
5
Geometric Mapping AccuracySceneNet (SN)
Avg Chamfer Distance0.003
4
3D Semantic MappingSceneNet 60 distinct indoor scenes (rooms)
mIoU66.94
2
Semantic MappingSceneNet Open-set (12 full scenes)
FPS1.76
2
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