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 | 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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