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Indoor

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationIndoor 25.18% correlated noise (test)
Top-1 Accuracy70.12
10
Image ClassificationIndoor 80% independent noise (test)
Top-1 Accuracy34.08
10
Image ClassificationIndoor 60% independent noise (test)
Top-1 Accuracy57.59
10
Image ClassificationIndoor 40% independent noise (test)
Top-1 Acc68.13
10
Image ClassificationIndoor 20% independent noise (test)
Top-1 Acc72.51
10
Image ClassificationIndoor67
Top-1 Acc75.6
6
Robotic ExplorationIndoor Gazebo simulation (test)
Exploration Distance (m)151,175
5
Point cloud registrationIndoor 70% overlapped
Time (s)6
5
Image InpaintingIndoor custom (val)
PSNR25.57
4
RegressionIndoor (test)
MSE0.115
4
Image ClassificationIndoor
Accuracy71.95
2
Image InpaintingIndoor 512x512 (test)
PSNR25.36
2
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