task_path
stringlengths 3
199
⌀ | dataset
stringlengths 1
128
⌀ | model_name
stringlengths 1
223
⌀ | paper_url
stringlengths 21
601
⌀ | metric_name
stringlengths 1
50
⌀ | metric_value
stringlengths 1
9.22k
⌀ |
|---|---|---|---|---|---|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
FutureDepth
|
https://arxiv.org/abs/2403.12953v2
|
Delta < 1.25
|
0.981
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
FutureDepth
|
https://arxiv.org/abs/2403.12953v2
|
Delta < 1.25^2
|
0.996
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
FutureDepth
|
https://arxiv.org/abs/2403.12953v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
FutureDepth
|
https://arxiv.org/abs/2403.12953v2
|
log 10
|
0.027
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MeSa
|
https://arxiv.org/abs/2310.04551v1
|
RMSE
|
0.238
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MeSa
|
https://arxiv.org/abs/2310.04551v1
|
absolute relative error
|
0.066
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MeSa
|
https://arxiv.org/abs/2310.04551v1
|
Delta < 1.25
|
0.964
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MeSa
|
https://arxiv.org/abs/2310.04551v1
|
Delta < 1.25^2
|
0.995
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MeSa
|
https://arxiv.org/abs/2310.04551v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MeSa
|
https://arxiv.org/abs/2310.04551v1
|
log 10
|
0.029
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PolyMaX(ConvNeXt-L)
|
https://arxiv.org/abs/2311.05770v1
|
RMSE
|
0.25
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PolyMaX(ConvNeXt-L)
|
https://arxiv.org/abs/2311.05770v1
|
absolute relative error
|
0.067
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PolyMaX(ConvNeXt-L)
|
https://arxiv.org/abs/2311.05770v1
|
Delta < 1.25
|
0.969
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PolyMaX(ConvNeXt-L)
|
https://arxiv.org/abs/2311.05770v1
|
Delta < 1.25^2
|
0.9958
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PolyMaX(ConvNeXt-L)
|
https://arxiv.org/abs/2311.05770v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
PolyMaX(ConvNeXt-L)
|
https://arxiv.org/abs/2311.05770v1
|
log 10
|
0.029
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VPD
|
https://arxiv.org/abs/2303.02153v1
|
RMSE
|
0.254
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VPD
|
https://arxiv.org/abs/2303.02153v1
|
absolute relative error
|
0.069
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VPD
|
https://arxiv.org/abs/2303.02153v1
|
Delta < 1.25
|
0.964
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VPD
|
https://arxiv.org/abs/2303.02153v1
|
Delta < 1.25^2
|
0.995
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VPD
|
https://arxiv.org/abs/2303.02153v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VPD
|
https://arxiv.org/abs/2303.02153v1
|
log 10
|
0.030
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NVDS(DPT-L)
|
https://arxiv.org/abs/2307.08695v3
|
RMSE
|
0.282
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NVDS(DPT-L)
|
https://arxiv.org/abs/2307.08695v3
|
absolute relative error
|
0.072
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NVDS(DPT-L)
|
https://arxiv.org/abs/2307.08695v3
|
Delta < 1.25
|
0.9493
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NVDS(DPT-L)
|
https://arxiv.org/abs/2307.08695v3
|
Delta < 1.25^2
|
0.991
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NVDS(DPT-L)
|
https://arxiv.org/abs/2307.08695v3
|
Delta < 1.25^3
|
0.997
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NVDS(DPT-L)
|
https://arxiv.org/abs/2307.08695v3
|
log 10
|
0.031
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DMD
|
https://arxiv.org/abs/2312.13252v1
|
RMSE
|
0.296
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DMD
|
https://arxiv.org/abs/2312.13252v1
|
absolute relative error
|
0.072
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DMD
|
https://arxiv.org/abs/2312.13252v1
|
Delta < 1.25
|
0.953
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DMD
|
https://arxiv.org/abs/2312.13252v1
|
Delta < 1.25^2
|
0.989
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DMD
|
https://arxiv.org/abs/2312.13252v1
|
Delta < 1.25^3
|
0.996
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DMD
|
https://arxiv.org/abs/2312.13252v1
|
log 10
|
0.031
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ScaleDepth-N
|
https://arxiv.org/abs/2407.08187v1
|
RMSE
|
0.267
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ScaleDepth-N
|
https://arxiv.org/abs/2407.08187v1
|
absolute relative error
|
0.074
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ScaleDepth-N
|
https://arxiv.org/abs/2407.08187v1
|
Delta < 1.25
|
0.957
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ScaleDepth-N
|
https://arxiv.org/abs/2407.08187v1
|
Delta < 1.25^2
|
0.994
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ScaleDepth-N
|
https://arxiv.org/abs/2407.08187v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ScaleDepth-N
|
https://arxiv.org/abs/2407.08187v1
|
log 10
|
0.032
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthGen
|
https://arxiv.org/abs/2302.14816v1
|
RMSE
|
0.314
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthGen
|
https://arxiv.org/abs/2302.14816v1
|
absolute relative error
|
0.074
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthGen
|
https://arxiv.org/abs/2302.14816v1
|
Delta < 1.25
|
0.946
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthGen
|
https://arxiv.org/abs/2302.14816v1
|
Delta < 1.25^2
|
0.987
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthGen
|
https://arxiv.org/abs/2302.14816v1
|
Delta < 1.25^3
|
0.996
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
DepthGen
|
https://arxiv.org/abs/2302.14816v1
|
log 10
|
0.032
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ZoeD-M12-N
|
https://arxiv.org/abs/2302.12288v1
|
RMSE
|
0.270
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ZoeD-M12-N
|
https://arxiv.org/abs/2302.12288v1
|
absolute relative error
|
0.075
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ZoeD-M12-N
|
https://arxiv.org/abs/2302.12288v1
|
Delta < 1.25
|
0.955
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ZoeD-M12-N
|
https://arxiv.org/abs/2302.12288v1
|
Delta < 1.25^2
|
0.995
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ZoeD-M12-N
|
https://arxiv.org/abs/2302.12288v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
ZoeD-M12-N
|
https://arxiv.org/abs/2302.12288v1
|
log 10
|
0.032
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AiT-P(SwinV2-L)
|
https://arxiv.org/abs/2301.02229v2
|
RMSE
|
0.275
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AiT-P(SwinV2-L)
|
https://arxiv.org/abs/2301.02229v2
|
absolute relative error
|
0.076
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AiT-P(SwinV2-L)
|
https://arxiv.org/abs/2301.02229v2
|
Delta < 1.25
|
0.954
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AiT-P(SwinV2-L)
|
https://arxiv.org/abs/2301.02229v2
|
Delta < 1.25^2
|
0.994
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AiT-P(SwinV2-L)
|
https://arxiv.org/abs/2301.02229v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
AiT-P(SwinV2-L)
|
https://arxiv.org/abs/2301.02229v2
|
log 10
|
0.033
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Gaming for Depth (GfD)
|
https://www.sciencedirect.com/science/article/abs/pii/S0952197623013738
|
RMSE
|
0.364
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Gaming for Depth (GfD)
|
https://www.sciencedirect.com/science/article/abs/pii/S0952197623013738
|
absolute relative error
|
0.080
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Gaming for Depth (GfD)
|
https://www.sciencedirect.com/science/article/abs/pii/S0952197623013738
|
Delta < 1.25
|
0.931
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Gaming for Depth (GfD)
|
https://www.sciencedirect.com/science/article/abs/pii/S0952197623013738
|
Delta < 1.25^2
|
0.986
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Gaming for Depth (GfD)
|
https://www.sciencedirect.com/science/article/abs/pii/S0952197623013738
|
Delta < 1.25^3
|
0.996
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Gaming for Depth (GfD)
|
https://www.sciencedirect.com/science/article/abs/pii/S0952197623013738
|
log 10
|
0.033
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
RMSE
|
0.287
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
absolute relative error
|
0.083
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25
|
0.949
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25^2
|
0.994
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
SwinV2-L 1K-MIM
|
https://arxiv.org/abs/2205.13543v2
|
log 10
|
0.035
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Metric3D (ConvNeXt-Large, Zero-shot testing)
|
https://arxiv.org/abs/2307.10984v1
|
RMSE
|
0.310
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Metric3D (ConvNeXt-Large, Zero-shot testing)
|
https://arxiv.org/abs/2307.10984v1
|
absolute relative error
|
0.083
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Metric3D (ConvNeXt-Large, Zero-shot testing)
|
https://arxiv.org/abs/2307.10984v1
|
Delta < 1.25
|
0.944
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Metric3D (ConvNeXt-Large, Zero-shot testing)
|
https://arxiv.org/abs/2307.10984v1
|
Delta < 1.25^2
|
0.986
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Metric3D (ConvNeXt-Large, Zero-shot testing)
|
https://arxiv.org/abs/2307.10984v1
|
Delta < 1.25^3
|
0.995
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
Metric3D (ConvNeXt-Large, Zero-shot testing)
|
https://arxiv.org/abs/2307.10984v1
|
log 10
|
0.035
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VA-DepthNet(SwinV1-L)
|
https://arxiv.org/abs/2302.06556v2
|
RMSE
|
0.304
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VA-DepthNet(SwinV1-L)
|
https://arxiv.org/abs/2302.06556v2
|
absolute relative error
|
0.086
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VA-DepthNet(SwinV1-L)
|
https://arxiv.org/abs/2302.06556v2
|
Delta < 1.25
|
0.937
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VA-DepthNet(SwinV1-L)
|
https://arxiv.org/abs/2302.06556v2
|
Delta < 1.25^2
|
0.992
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VA-DepthNet(SwinV1-L)
|
https://arxiv.org/abs/2302.06556v2
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
VA-DepthNet(SwinV1-L)
|
https://arxiv.org/abs/2302.06556v2
|
log 10
|
0.037
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
absolute relative error
|
0.086
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
Delta < 1.25^2
|
0.993
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
iDisc
|
https://arxiv.org/abs/2304.06334v1
|
Delta < 1.25^3
|
0.999
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
RMSE
|
0.3046
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
absolute relative error
|
0.0864
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
Delta < 1.25
|
0.9361
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
Delta < 1.25^2
|
0.9916
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
Delta < 1.25^3
|
0.9981
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
MIM-Swin-V2
|
https://arxiv.org/abs/2311.03938v1
|
log 10
|
0.0365
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
RMSE
|
0.311
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
absolute relative error
|
0.087
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
Delta < 1.25
|
0.936
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
Delta < 1.25^2
|
0.991
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
Delta < 1.25^3
|
0.998
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
NDDepth
|
https://arxiv.org/abs/2309.10592v2
|
log 10
|
0.038
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
RMSE
|
0.314
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
absolute relative error
|
0.087
|
Depth Estimation > Monocular Depth Estimation
|
NYU-Depth V2
|
IEBins
|
https://arxiv.org/abs/2309.14137v1
|
Delta < 1.25
|
0.936
|
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