task_path
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⌀ | dataset
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⌀ | model_name
stringlengths 1
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⌀ | paper_url
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⌀ | metric_name
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⌀ | metric_value
stringlengths 1
9.22k
⌀ |
|---|---|---|---|---|---|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
EVP
|
https://arxiv.org/abs/2312.08548v1
|
Delta < 1.25
|
0.980
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
EVP
|
https://arxiv.org/abs/2312.08548v1
|
Delta < 1.25^2
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
EVP
|
https://arxiv.org/abs/2312.08548v1
|
Delta < 1.25^3
|
1.000
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
GEDepth
|
https://arxiv.org/abs/2309.09975v1
|
absolute relative error
|
0.048
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
GEDepth
|
https://arxiv.org/abs/2309.09975v1
|
RMSE
|
2.044
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
GEDepth
|
https://arxiv.org/abs/2309.09975v1
|
Sq Rel
|
0.142
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
GEDepth
|
https://arxiv.org/abs/2309.09975v1
|
RMSE log
|
0.076
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
GEDepth
|
https://arxiv.org/abs/2309.09975v1
|
Delta < 1.25
|
0.9763
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
GEDepth
|
https://arxiv.org/abs/2309.09975v1
|
Delta < 1.25^2
|
0.9972
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
GEDepth
|
https://arxiv.org/abs/2309.09975v1
|
Delta < 1.25^3
|
0.9993
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MAMo
|
https://arxiv.org/abs/2307.14336v3
|
absolute relative error
|
0.049
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MAMo
|
https://arxiv.org/abs/2307.14336v3
|
RMSE
|
1.984
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MAMo
|
https://arxiv.org/abs/2307.14336v3
|
Sq Rel
|
0.13
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MAMo
|
https://arxiv.org/abs/2307.14336v3
|
RMSE log
|
0.072
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MAMo
|
https://arxiv.org/abs/2307.14336v3
|
Delta < 1.25
|
0.977
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MAMo
|
https://arxiv.org/abs/2307.14336v3
|
Delta < 1.25^2
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MAMo
|
https://arxiv.org/abs/2307.14336v3
|
Delta < 1.25^3
|
0.9995
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
absolute relative error
|
0.050
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
RMSE
|
1.966
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Sq Rel
|
0.139
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
RMSE log
|
0.075
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25
|
0.977
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25^2
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25^3
|
1.000
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
absolute relative error
|
0.050
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
RMSE
|
2.011
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
Sq Rel
|
0.142
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
RMSE log
|
0.075
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
Delta < 1.25
|
0.978
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
Delta < 1.25^2
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
absolute relative error
|
0.050
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
RMSE
|
2.025
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
Sq Rel
|
0.141
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
RMSE log
|
0.075
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
Delta < 1.25
|
0.978
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
Delta < 1.25^2
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
absolute relative error
|
0.050
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
RMSE
|
2.032
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
Sq Rel
|
0.142
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
RMSE log
|
0.076
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
Delta < 1.25
|
0.977
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
Delta < 1.25^2
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
URCDC-Depth
|
https://arxiv.org/abs/2302.08149v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
absolute relative error
|
0.050
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
RMSE
|
2.067
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
Sq Rel
|
0.145
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
RMSE log
|
0.077
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
Delta < 1.25
|
0.977
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
Delta < 1.25^2
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DDP (Swin-L, step-3)
|
https://arxiv.org/abs/2303.17559v2
|
absolute relative error
|
0.050
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DDP (Swin-L, step-3)
|
https://arxiv.org/abs/2303.17559v2
|
RMSE
|
2.072
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DDP (Swin-L, step-3)
|
https://arxiv.org/abs/2303.17559v2
|
Sq Rel
|
0.148
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DDP (Swin-L, step-3)
|
https://arxiv.org/abs/2303.17559v2
|
RMSE log
|
0.076
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DDP (Swin-L, step-3)
|
https://arxiv.org/abs/2303.17559v2
|
Delta < 1.25
|
0.975
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DDP (Swin-L, step-3)
|
https://arxiv.org/abs/2303.17559v2
|
Delta < 1.25^2
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DDP (Swin-L, step-3)
|
https://arxiv.org/abs/2303.17559v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
absolute relative error
|
0.0508
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
RMSE
|
2.0373
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
Sq Rel
|
0.1458
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
RMSE log
|
0.077
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
Delta < 1.25
|
0.9757
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
Delta < 1.25^2
|
0.9974
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
Delta < 1.25^3
|
0.9994
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
absolute relative error
|
0.051
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
RMSE
|
2.081
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
Sq Rel
|
0.149
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
RMSE log
|
0.077
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
Delta < 1.25
|
0.976
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
Delta < 1.25^2
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
PixelFormer
|
https://arxiv.org/abs/2210.09071v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-B 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
absolute relative error
|
0.052
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-B 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
RMSE
|
2.050
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-B 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Sq Rel
|
0.148
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-B 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
RMSE log
|
0.078
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-B 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25
|
0.976
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-B 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25^2
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
SwinV2-B 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
absolute relative error
|
0.052
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
RMSE
|
2.098
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
Sq Rel
|
0.151
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
RMSE log
|
0.079
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
Delta < 1.25
|
0.974
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
Delta < 1.25^2
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
BinsFormer
|
https://arxiv.org/abs/2204.00987v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
absolute relative error
|
0.052
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
RMSE
|
2.129
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
Sq Rel
|
0.155
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
RMSE log
|
0.079
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
Delta < 1.25
|
0.974
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
Delta < 1.25^2
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
NeWCRFs
|
https://arxiv.org/abs/2203.01502v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
absolute relative error
|
0.052
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
RMSE
|
2.143
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
Sq Rel
|
0.158
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
RMSE log
|
0.079
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
Delta < 1.25
|
0.975
|
Depth Estimation > Monocular Depth Estimation
|
KITTI Eigen split
|
DepthFormer
|
https://arxiv.org/abs/2203.14211v1
|
Delta < 1.25^2
|
0.997
|
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