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Models/NLSPN

NLSPN

Reported on 13 benchmarks across 3 tasks · 1 paper · 11 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision12 results

Depth CompletiononKITTI Depth Completion
MAE· 2020-07-20
199.59
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononKITTI Depth Completion
RMSE· 2020-07-20
741.68
best: 709.41 (SemAttNet)
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononKITTI Depth Completion
Runtime [ms]· 2020-07-20
220
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononKITTI Depth Completion
iMAE· 2020-07-20
0.84
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononKITTI Depth Completion
iRMSE· 2020-07-20
1.99
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononVOID
MAE· 2020-07-20
26.736
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononVOID
RMSE· 2020-07-20
79.121
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononVOID
iMAE· 2020-07-20
12.703
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononVOID
iRMSE· 2020-07-20
33.876
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononNYU-Depth V2
REL· 2020-07-20
0.012
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth CompletiononNYU-Depth V2
RMSE· 2020-07-20
0.092
SOTA
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042
Depth EstimationonKITTI Depth Completion Validation
RMSE· 2020-07-20
771.8
best: 636.2 (Volumetric Propagation Network)
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042

Methodology1 result

3DonKITTI Depth Completion Validation
RMSE· 2020-07-20
771.8
best: 636.2 (Volumetric Propagation Network)
Non-Local Spatial Propagation Network for Depth Completion arXiv:2007.10042