task_path
stringlengths 3
199
⌀ | dataset
stringlengths 1
128
⌀ | model_name
stringlengths 1
223
⌀ | paper_url
stringlengths 21
601
⌀ | metric_name
stringlengths 1
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⌀ | metric_value
stringlengths 1
9.22k
⌀ |
|---|---|---|---|---|---|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
Delta < 1.25^2
|
0.992
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
log 10
|
0.038
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
RMSE
|
0.316
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
absolute relative error
|
0.088
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
Delta < 1.25
|
0.933
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
Delta < 1.25^2
|
0.992
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
log 10
|
0.038
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
OrdinalEntropy
|
https://arxiv.org/abs/2301.08915v3
|
RMSE
|
0.321
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
OrdinalEntropy
|
https://arxiv.org/abs/2301.08915v3
|
absolute relative error
|
0.089
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
OrdinalEntropy
|
https://arxiv.org/abs/2301.08915v3
|
Delta < 1.25
|
0.932
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
OrdinalEntropy
|
https://arxiv.org/abs/2301.08915v3
|
log 10
|
0.039
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
RMSE
|
0.322
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
absolute relative error
|
0.090
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
Delta < 1.25
|
0.929
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
Delta < 1.25^2
|
0.991
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
log 10
|
0.039
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LeReS
|
https://arxiv.org/abs/2012.09365v1
|
absolute relative error
|
0.09
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LeReS
|
https://arxiv.org/abs/2012.09365v1
|
Delta < 1.25
|
0.916
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DINOv2 (ViT-g/14 frozen, w/ DPT decoder)
|
https://arxiv.org/abs/2304.07193v2
|
RMSE
|
0.279
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DINOv2 (ViT-g/14 frozen, w/ DPT decoder)
|
https://arxiv.org/abs/2304.07193v2
|
absolute relative error
|
0.0907
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DINOv2 (ViT-g/14 frozen, w/ DPT decoder)
|
https://arxiv.org/abs/2304.07193v2
|
Delta < 1.25
|
0.9497
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DINOv2 (ViT-g/14 frozen, w/ DPT decoder)
|
https://arxiv.org/abs/2304.07193v2
|
Delta < 1.25^2
|
0.996
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DINOv2 (ViT-g/14 frozen, w/ DPT decoder)
|
https://arxiv.org/abs/2304.07193v2
|
Delta < 1.25^3
|
0.9994
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DINOv2 (ViT-g/14 frozen, w/ DPT decoder)
|
https://arxiv.org/abs/2304.07193v2
|
log 10
|
0.0371
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DDP (step3)
|
https://arxiv.org/abs/2303.17559v2
|
RMSE
|
0.329
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DDP (step3)
|
https://arxiv.org/abs/2303.17559v2
|
absolute relative error
|
0.094
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DDP (step3)
|
https://arxiv.org/abs/2303.17559v2
|
Delta < 1.25
|
0.921
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DDP (step3)
|
https://arxiv.org/abs/2303.17559v2
|
Delta < 1.25^2
|
0.990
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DDP (step3)
|
https://arxiv.org/abs/2303.17559v2
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DDP (step3)
|
https://arxiv.org/abs/2303.17559v2
|
log 10
|
0.040
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
RMSE
|
0.330
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
absolute relative error
|
0.094
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
Delta < 1.25
|
0.925
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
Delta < 1.25^2
|
0.989
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
log 10
|
0.040
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
RMSE
|
0.334
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
absolute relative error
|
0.095
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
Delta < 1.25
|
0.922
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
Delta < 1.25^2
|
0.992
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
log 10
|
0.041
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
D-Net
|
https://ieeexplore.ieee.org/document/9551940
|
RMSE
|
0.354
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
D-Net
|
https://ieeexplore.ieee.org/document/9551940
|
absolute relative error
|
0.095
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
D-Net
|
https://ieeexplore.ieee.org/document/9551940
|
Delta < 1.25
|
0.919
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
D-Net
|
https://ieeexplore.ieee.org/document/9551940
|
Delta < 1.25^2
|
0.988
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
D-Net
|
https://ieeexplore.ieee.org/document/9551940
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
D-Net
|
https://ieeexplore.ieee.org/document/9551940
|
log 10
|
0.041
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
RMSE
|
0.339
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
absolute relative error
|
0.096
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
Delta < 1.25
|
0.921
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
Delta < 1.25^2
|
0.989
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
log 10
|
0.041
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
GLPDepth
|
https://arxiv.org/abs/2201.07436v3
|
RMSE
|
0.344
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
GLPDepth
|
https://arxiv.org/abs/2201.07436v3
|
absolute relative error
|
0.098
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
GLPDepth
|
https://arxiv.org/abs/2201.07436v3
|
Delta < 1.25
|
0.915
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
GLPDepth
|
https://arxiv.org/abs/2201.07436v3
|
Delta < 1.25^2
|
0.988
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
GLPDepth
|
https://arxiv.org/abs/2201.07436v3
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
GLPDepth
|
https://arxiv.org/abs/2201.07436v3
|
log 10
|
0.042
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LocalBins
|
https://arxiv.org/abs/2203.15132v1
|
RMSE
|
0.351
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LocalBins
|
https://arxiv.org/abs/2203.15132v1
|
absolute relative error
|
0.098
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LocalBins
|
https://arxiv.org/abs/2203.15132v1
|
Delta < 1.25
|
0.91
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LocalBins
|
https://arxiv.org/abs/2203.15132v1
|
Delta < 1.25^2
|
0.986
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LocalBins
|
https://arxiv.org/abs/2203.15132v1
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
LocalBins
|
https://arxiv.org/abs/2203.15132v1
|
log 10
|
0.042
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition-HRWSI
|
https://arxiv.org/abs/2208.10762v1
|
RMSE
|
0.355
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition-HRWSI
|
https://arxiv.org/abs/2208.10762v1
|
absolute relative error
|
0.098
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition-HRWSI
|
https://arxiv.org/abs/2208.10762v1
|
Delta < 1.25
|
0.913
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition-HRWSI
|
https://arxiv.org/abs/2208.10762v1
|
Delta < 1.25^2
|
0.987
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition-HRWSI
|
https://arxiv.org/abs/2208.10762v1
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition-HRWSI
|
https://arxiv.org/abs/2208.10762v1
|
log 10
|
0.042
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depthformer
|
https://arxiv.org/abs/2207.04535v2
|
RMSE
|
0.345
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depthformer
|
https://arxiv.org/abs/2207.04535v2
|
absolute relative error
|
0.100
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depthformer
|
https://arxiv.org/abs/2207.04535v2
|
Delta < 1.25
|
0.913
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depthformer
|
https://arxiv.org/abs/2207.04535v2
|
Delta < 1.25^2
|
0.988
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depthformer
|
https://arxiv.org/abs/2207.04535v2
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depthformer
|
https://arxiv.org/abs/2207.04535v2
|
log 10
|
0.042
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition
|
https://arxiv.org/abs/2208.10762v1
|
RMSE
|
0.362
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition
|
https://arxiv.org/abs/2208.10762v1
|
absolute relative error
|
0.100
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition
|
https://arxiv.org/abs/2208.10762v1
|
Delta < 1.25
|
0.907
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition
|
https://arxiv.org/abs/2208.10762v1
|
Delta < 1.25^2
|
0.986
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition
|
https://arxiv.org/abs/2208.10762v1
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Depth-Map-Decomposition
|
https://arxiv.org/abs/2208.10762v1
|
log 10
|
0.043
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IronDepth
|
https://arxiv.org/abs/2210.03676v1
|
RMSE
|
0.352
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IronDepth
|
https://arxiv.org/abs/2210.03676v1
|
absolute relative error
|
0.101
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IronDepth
|
https://arxiv.org/abs/2210.03676v1
|
Delta < 1.25
|
0.910
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IronDepth
|
https://arxiv.org/abs/2210.03676v1
|
Delta < 1.25^2
|
0.985
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IronDepth
|
https://arxiv.org/abs/2210.03676v1
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IronDepth
|
https://arxiv.org/abs/2210.03676v1
|
log 10
|
0.043
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AdaBins
|
https://arxiv.org/abs/2011.14141v1
|
RMSE
|
0.364
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AdaBins
|
https://arxiv.org/abs/2011.14141v1
|
absolute relative error
|
0.103
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AdaBins
|
https://arxiv.org/abs/2011.14141v1
|
Delta < 1.25
|
0.903
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AdaBins
|
https://arxiv.org/abs/2011.14141v1
|
Delta < 1.25^2
|
0.984
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AdaBins
|
https://arxiv.org/abs/2011.14141v1
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AdaBins
|
https://arxiv.org/abs/2011.14141v1
|
log 10
|
0.044
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
P3Depth
|
https://arxiv.org/abs/2204.02091v1
|
RMSE
|
0.356
|
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