felixleungsc/paperswithcode-data-evaluation-tables

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 ⌀
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	GRU	https://arxiv.org/abs/2404.02227v1	MSE-D	28.69
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	GRU	https://arxiv.org/abs/2404.02227v1	MSE-P	28.65
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	LSTM	https://arxiv.org/abs/2404.02227v1	SUM	116.01
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	LSTM	https://arxiv.org/abs/2404.02227v1	MSE-D	58.31
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	LSTM	https://arxiv.org/abs/2404.02227v1	MSE-P	57.7
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	ViTag	https://arxiv.org/abs/2404.02227v1	SUM	200.9
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	ViTag	https://arxiv.org/abs/2404.02227v1	MSE-D	100.53
Trajectory Prediction > Out-of-Sight Trajectory Prediction	Vi-Fi Multi-modal Dataset	ViTag	https://arxiv.org/abs/2404.02227v1	MSE-P	100.37
Depth Estimation	DCM	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	Abs Rel	0.251
Depth Estimation	DCM	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	Sq Rel	0.318
Depth Estimation	DCM	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	RMSE	0.971
Depth Estimation	DCM	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	RMSE log	0.305
Depth Estimation	DCM	MIDAS	https://arxiv.org/abs/1907.01341v3	Abs Rel	0.309
Depth Estimation	DCM	MIDAS	https://arxiv.org/abs/1907.01341v3	Sq Rel	0.381
Depth Estimation	DCM	MIDAS	https://arxiv.org/abs/1907.01341v3	RMSE	1.033
Depth Estimation	DCM	MIDAS	https://arxiv.org/abs/1907.01341v3	RMSE log	0.375
Depth Estimation	DCM	T2Net	http://arxiv.org/abs/1808.01454v1	Abs Rel	0.351
Depth Estimation	DCM	T2Net	http://arxiv.org/abs/1808.01454v1	Sq Rel	0.416
Depth Estimation	DCM	T2Net	http://arxiv.org/abs/1808.01454v1	RMSE	1.117
Depth Estimation	DCM	T2Net	http://arxiv.org/abs/1808.01454v1	RMSE log	0.415
Depth Estimation	ScanNetV2	Distill Any Depth	https://arxiv.org/abs/2502.19204v2	absolute relative error	0.042
Depth Estimation	ScanNetV2	Distill Any Depth	https://arxiv.org/abs/2502.19204v2	Delta < 1.25	0.980
Depth Estimation	ScanNetV2	DELTAS	https://arxiv.org/abs/2003.08933v2	absolute relative error	0.0932
Depth Estimation	ScanNetV2	DELTAS	https://arxiv.org/abs/2003.08933v2	Delta < 1.25	0.9287
Depth Estimation	ScanNetV2	LeReS	https://arxiv.org/abs/2012.09365v1	absolute relative error	0.095
Depth Estimation	Stanford2D3D Panoramic	HiMODE	https://arxiv.org/abs/2204.05007v1	RMSE	0.2619
Depth Estimation	Stanford2D3D Panoramic	HiMODE	https://arxiv.org/abs/2204.05007v1	absolute relative error	0.0532
Depth Estimation	Stanford2D3D Panoramic	FreDSNet	https://arxiv.org/abs/2210.01595v2	RMSE	0.2727
Depth Estimation	Stanford2D3D Panoramic	FreDSNet	https://arxiv.org/abs/2210.01595v2	absolute relative error	0.0952
Depth Estimation	Stanford2D3D Panoramic	NLFB	https://arxiv.org/abs/2109.10563v3	RMSE	0.2776
Depth Estimation	Stanford2D3D Panoramic	NLFB	https://arxiv.org/abs/2109.10563v3	absolute relative error	0.0649
Depth Estimation	Stanford2D3D Panoramic	PanoFormer	https://arxiv.org/abs/2203.09283v2	RMSE	0.3083
Depth Estimation	Stanford2D3D Panoramic	PanoFormer	https://arxiv.org/abs/2203.09283v2	absolute relative error	0.0405
Depth Estimation	Stanford2D3D Panoramic	ACDNet	https://arxiv.org/abs/2112.14440v2	RMSE	0.341
Depth Estimation	Stanford2D3D Panoramic	ACDNet	https://arxiv.org/abs/2112.14440v2	absolute relative error	0.0984
Depth Estimation	Stanford2D3D Panoramic	OmniFusion (2-iter)	https://arxiv.org/abs/2203.00838v2	RMSE	0.3474
Depth Estimation	Stanford2D3D Panoramic	OmniFusion (2-iter)	https://arxiv.org/abs/2203.00838v2	absolute relative error	0.095
Depth Estimation	Stanford2D3D Panoramic	GLPanoDepth	https://arxiv.org/abs/2202.02796v2	RMSE	0.3493
Depth Estimation	Stanford2D3D Panoramic	Neural Contourlet Network	https://arxiv.org/abs/2208.01817v1	RMSE	0.3528
Depth Estimation	Stanford2D3D Panoramic	Neural Contourlet Network	https://arxiv.org/abs/2208.01817v1	absolute relative error	0.0558
Depth Estimation	Stanford2D3D Panoramic	SliceNet	http://openaccess.thecvf.com//content/CVPR2021/html/Pintore_SliceNet_Deep_Dense_Depth_Estimation_From_a_Single_Indoor_Panorama_CVPR_2021_paper.html	RMSE	0.3684
Depth Estimation	Stanford2D3D Panoramic	SliceNet	http://openaccess.thecvf.com//content/CVPR2021/html/Pintore_SliceNet_Deep_Dense_Depth_Estimation_From_a_Single_Indoor_Panorama_CVPR_2021_paper.html	absolute relative error	0.0744
Depth Estimation	Stanford2D3D Panoramic	DisConv	http://openaccess.thecvf.com/content_ECCV_2018/html/Keisuke_Tateno_Distortion-Aware_Convolutional_Filters_ECCV_2018_paper.html	RMSE	0.369
Depth Estimation	Stanford2D3D Panoramic	DisConv	http://openaccess.thecvf.com/content_ECCV_2018/html/Keisuke_Tateno_Distortion-Aware_Convolutional_Filters_ECCV_2018_paper.html	absolute relative error	0.176
Depth Estimation	Stanford2D3D Panoramic	UniFuse with fusion	https://arxiv.org/abs/2102.03550v2	RMSE	0.3691
Depth Estimation	Stanford2D3D Panoramic	UniFuse with fusion	https://arxiv.org/abs/2102.03550v2	absolute relative error	0.1114
Depth Estimation	Stanford2D3D Panoramic	BiFuse++	https://arxiv.org/abs/2209.02952v1	RMSE	0.372
Depth Estimation	Stanford2D3D Panoramic	BiFuse++	https://arxiv.org/abs/2209.02952v1	absolute relative error	0.1117
Depth Estimation	Stanford2D3D Panoramic	PanoDepth	https://arxiv.org/abs/2202.01323v1	RMSE	0.3747
Depth Estimation	Stanford2D3D Panoramic	PanoDepth	https://arxiv.org/abs/2202.01323v1	absolute relative error	0.0972
Depth Estimation	Stanford2D3D Panoramic	HoHoNet (ResNet-101)	https://arxiv.org/abs/2011.11498v3	RMSE	0.3834
Depth Estimation	Stanford2D3D Panoramic	HoHoNet (ResNet-101)	https://arxiv.org/abs/2011.11498v3	absolute relative error	0.1014
Depth Estimation	Stanford2D3D Panoramic	BiFuse with fusion	http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_BiFuse_Monocular_360_Depth_Estimation_via_Bi-Projection_Fusion_CVPR_2020_paper.html	RMSE	0.4142
Depth Estimation	Stanford2D3D Panoramic	BiFuse with fusion	http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_BiFuse_Monocular_360_Depth_Estimation_via_Bi-Projection_Fusion_CVPR_2020_paper.html	absolute relative error	0.1209
Depth Estimation	Stanford2D3D Panoramic	Jin et al.	http://openaccess.thecvf.com/content_CVPR_2020/html/Jin_Geometric_Structure_Based_and_Regularized_Depth_Estimation_From_360_Indoor_CVPR_2020_paper.html	RMSE	0.421
Depth Estimation	Stanford2D3D Panoramic	SphereDepth	https://arxiv.org/abs/2208.13714v3	RMSE	0.4512
Depth Estimation	Stanford2D3D Panoramic	SphereDepth	https://arxiv.org/abs/2208.13714v3	absolute relative error	0.1158
Depth Estimation	Stanford2D3D Panoramic	OmniDepth	http://arxiv.org/abs/1807.09620v1	RMSE	0.6152
Depth Estimation	Stanford2D3D Panoramic	OmniDepth	http://arxiv.org/abs/1807.09620v1	absolute relative error	0.1996
Depth Estimation	Matterport3D	UniFuse	https://arxiv.org/abs/2102.03550v2	Abs Rel	0.1063
Depth Estimation	eBDtheque	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	Abs Rel	0.376
Depth Estimation	eBDtheque	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	Sq Rel	0.448
Depth Estimation	eBDtheque	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	RMSE	1.364
Depth Estimation	eBDtheque	Bhattacharjee et al.	https://arxiv.org/abs/2110.03575v2	RMSE log	0.553
Depth Estimation	eBDtheque	MIDAS	https://arxiv.org/abs/1907.01341v3	Abs Rel	0.419
Depth Estimation	eBDtheque	MIDAS	https://arxiv.org/abs/1907.01341v3	Sq Rel	0.503
Depth Estimation	eBDtheque	MIDAS	https://arxiv.org/abs/1907.01341v3	RMSE	1.416
Depth Estimation	eBDtheque	MIDAS	https://arxiv.org/abs/1907.01341v3	RMSE log	0.659
Depth Estimation	eBDtheque	T2Net	http://arxiv.org/abs/1808.01454v1	Abs Rel	0.491
Depth Estimation	eBDtheque	T2Net	http://arxiv.org/abs/1808.01454v1	Sq Rel	0.555
Depth Estimation	eBDtheque	T2Net	http://arxiv.org/abs/1808.01454v1	RMSE	1.459
Depth Estimation	eBDtheque	T2Net	http://arxiv.org/abs/1808.01454v1	RMSE log	0.777
Depth Estimation	Cityscapes test	SwinMTL	https://arxiv.org/abs/2403.10662v1	RMSE	6.352
Depth Estimation	Cityscapes test	SDC-Depth	http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_SDC-Depth_Semantic_Divide-and-Conquer_Network_for_Monocular_Depth_Estimation_CVPR_2020_paper.html	RMSE	6.917
Depth Estimation	4D Light Field Dataset	LFattNet	http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf	BadPix(0.07)	3.756
Depth Estimation	4D Light Field Dataset	LFattNet	http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf	MSE	1.904
Depth Estimation	4D Light Field Dataset	LFattNet	http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf	BadPix(0.03)	6.823
Depth Estimation	4D Light Field Dataset	LFattNet	http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf	BadPix(0.01)	17.226
Depth Estimation	Mars DTM Estimation	GLPDepth	https://www.mdpi.com/2072-4292/14/18/4619	Delta < 1.25	0.4324
Depth Estimation	Mars DTM Estimation	GLPDepth	https://www.mdpi.com/2072-4292/14/18/4619	Delta < 1.25^2	0.6667
Depth Estimation	Mars DTM Estimation	GLPDepth	https://www.mdpi.com/2072-4292/14/18/4619	Delta < 1.25^3	0.7949
Depth Estimation	Mars DTM Estimation	GLPDepth	https://www.mdpi.com/2072-4292/14/18/4619	Average PSNR	29.2636
Depth Estimation	Mars DTM Estimation	GLPDepth	https://www.mdpi.com/2072-4292/14/18/4619	mean absolute error	10.2905
Depth Estimation	Mars DTM Estimation	GLPDepth	https://www.mdpi.com/2072-4292/14/18/4619	RMSE	18.3042
Depth Estimation	Mars DTM Estimation	SRDINET (Model A)	https://www.mdpi.com/2072-4292/14/18/4619	Delta < 1.25	0.3967
Depth Estimation	Mars DTM Estimation	SRDINET (Model A)	https://www.mdpi.com/2072-4292/14/18/4619	Delta < 1.25^2	0.6731
Depth Estimation	Mars DTM Estimation	SRDINET (Model A)	https://www.mdpi.com/2072-4292/14/18/4619	Delta < 1.25^3	0.8208
Depth Estimation	Mars DTM Estimation	SRDINET (Model A)	https://www.mdpi.com/2072-4292/14/18/4619	Average PSNR	15.069
Depth Estimation	Mars DTM Estimation	SRDINET (Model A)	https://www.mdpi.com/2072-4292/14/18/4619	mean absolute error	0.1558
Depth Estimation	Mars DTM Estimation	SRDINET (Model A)	https://www.mdpi.com/2072-4292/14/18/4619	RMSE	0.1859
Depth Estimation	DIODE	AIP-Brown	https://arxiv.org/abs/2007.06153v1	Delta < 1.25^3	0.7945
Depth Estimation	DIODE	AIP-Brown	https://arxiv.org/abs/2007.06153v1	Delta < 1.25	0.3563
Depth Estimation	DIODE	AIP-Brown	https://arxiv.org/abs/2007.06153v1	Delta < 1.25^2	0.5948
Depth Estimation	DIODE	LeRes	https://arxiv.org/abs/2012.09365v1	Delta < 1.25	0.234
Depth Estimation	KITTI 2015	H-Net (Ours) Full Eigen	https://arxiv.org/abs/2104.11288v1	Absolute relative error (AbsRel)	0.076
Depth Estimation	KITTI 2015	H-Net (Ours) Full Eigen	https://arxiv.org/abs/2104.11288v1	Sq Rel	0.607
Depth Estimation	KITTI 2015	H-Net (Ours) Full Eigen	https://arxiv.org/abs/2104.11288v1	RMSE	0.04025
Depth Estimation	KITTI 2015	H-Net (Ours)	https://arxiv.org/abs/2104.11288v1	Absolute relative error (AbsRel)	0.094
Depth Estimation	KITTI 2015	H-Net (Ours)	https://arxiv.org/abs/2104.11288v1	Sq Rel	0.6
Depth Estimation	ScanNet	Atlas (plain)	https://arxiv.org/abs/2003.10432v3	RMSE	0.165

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

GRU

https://arxiv.org/abs/2404.02227v1

MSE-D

28.69

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

GRU

https://arxiv.org/abs/2404.02227v1

MSE-P

28.65

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

LSTM

https://arxiv.org/abs/2404.02227v1

SUM

116.01

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

LSTM

https://arxiv.org/abs/2404.02227v1

MSE-D

58.31

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

LSTM

https://arxiv.org/abs/2404.02227v1

MSE-P

57.7

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

ViTag

https://arxiv.org/abs/2404.02227v1

SUM

200.9

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

ViTag

https://arxiv.org/abs/2404.02227v1

MSE-D

100.53

Trajectory Prediction > Out-of-Sight Trajectory Prediction

Vi-Fi Multi-modal Dataset

ViTag

https://arxiv.org/abs/2404.02227v1

MSE-P

100.37

Depth Estimation

DCM

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

Abs Rel

0.251

Depth Estimation

DCM

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

Sq Rel

0.318

Depth Estimation

DCM

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

RMSE

0.971

Depth Estimation

DCM

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

RMSE log

0.305

Depth Estimation

DCM

MIDAS

https://arxiv.org/abs/1907.01341v3

Abs Rel

0.309

Depth Estimation

DCM

MIDAS

https://arxiv.org/abs/1907.01341v3

Sq Rel

0.381

Depth Estimation

DCM

MIDAS

https://arxiv.org/abs/1907.01341v3

RMSE

1.033

Depth Estimation

DCM

MIDAS

https://arxiv.org/abs/1907.01341v3

RMSE log

0.375

Depth Estimation

DCM

T2Net

http://arxiv.org/abs/1808.01454v1

Abs Rel

0.351

Depth Estimation

DCM

T2Net

http://arxiv.org/abs/1808.01454v1

Sq Rel

0.416

Depth Estimation

DCM

T2Net

http://arxiv.org/abs/1808.01454v1

RMSE

1.117

Depth Estimation

DCM

T2Net

http://arxiv.org/abs/1808.01454v1

RMSE log

0.415

Depth Estimation

ScanNetV2

Distill Any Depth

https://arxiv.org/abs/2502.19204v2

absolute relative error

0.042

Depth Estimation

ScanNetV2

Distill Any Depth

https://arxiv.org/abs/2502.19204v2

Delta < 1.25

0.980

Depth Estimation

ScanNetV2

DELTAS

https://arxiv.org/abs/2003.08933v2

absolute relative error

0.0932

Depth Estimation

ScanNetV2

DELTAS

https://arxiv.org/abs/2003.08933v2

Delta < 1.25

0.9287

Depth Estimation

ScanNetV2

LeReS

https://arxiv.org/abs/2012.09365v1

absolute relative error

0.095

Depth Estimation

Stanford2D3D Panoramic

HiMODE

https://arxiv.org/abs/2204.05007v1

RMSE

0.2619

Depth Estimation

Stanford2D3D Panoramic

HiMODE

https://arxiv.org/abs/2204.05007v1

absolute relative error

0.0532

Depth Estimation

Stanford2D3D Panoramic

FreDSNet

https://arxiv.org/abs/2210.01595v2

RMSE

0.2727

Depth Estimation

Stanford2D3D Panoramic

FreDSNet

https://arxiv.org/abs/2210.01595v2

absolute relative error

0.0952

Depth Estimation

Stanford2D3D Panoramic

NLFB

https://arxiv.org/abs/2109.10563v3

RMSE

0.2776

Depth Estimation

Stanford2D3D Panoramic

NLFB

https://arxiv.org/abs/2109.10563v3

absolute relative error

0.0649

Depth Estimation

Stanford2D3D Panoramic

PanoFormer

https://arxiv.org/abs/2203.09283v2

RMSE

0.3083

Depth Estimation

Stanford2D3D Panoramic

PanoFormer

https://arxiv.org/abs/2203.09283v2

absolute relative error

0.0405

Depth Estimation

Stanford2D3D Panoramic

ACDNet

https://arxiv.org/abs/2112.14440v2

RMSE

0.341

Depth Estimation

Stanford2D3D Panoramic

ACDNet

https://arxiv.org/abs/2112.14440v2

absolute relative error

0.0984

Depth Estimation

Stanford2D3D Panoramic

OmniFusion (2-iter)

https://arxiv.org/abs/2203.00838v2

RMSE

0.3474

Depth Estimation

Stanford2D3D Panoramic

OmniFusion (2-iter)

https://arxiv.org/abs/2203.00838v2

absolute relative error

0.095

Depth Estimation

Stanford2D3D Panoramic

GLPanoDepth

https://arxiv.org/abs/2202.02796v2

RMSE

0.3493

Depth Estimation

Stanford2D3D Panoramic

Neural Contourlet Network

https://arxiv.org/abs/2208.01817v1

RMSE

0.3528

Depth Estimation

Stanford2D3D Panoramic

Neural Contourlet Network

https://arxiv.org/abs/2208.01817v1

absolute relative error

0.0558

Depth Estimation

Stanford2D3D Panoramic

SliceNet

http://openaccess.thecvf.com//content/CVPR2021/html/Pintore_SliceNet_Deep_Dense_Depth_Estimation_From_a_Single_Indoor_Panorama_CVPR_2021_paper.html

RMSE

0.3684

Depth Estimation

Stanford2D3D Panoramic

SliceNet

http://openaccess.thecvf.com//content/CVPR2021/html/Pintore_SliceNet_Deep_Dense_Depth_Estimation_From_a_Single_Indoor_Panorama_CVPR_2021_paper.html

absolute relative error

0.0744

Depth Estimation

Stanford2D3D Panoramic

DisConv

http://openaccess.thecvf.com/content_ECCV_2018/html/Keisuke_Tateno_Distortion-Aware_Convolutional_Filters_ECCV_2018_paper.html

RMSE

0.369

Depth Estimation

Stanford2D3D Panoramic

DisConv

http://openaccess.thecvf.com/content_ECCV_2018/html/Keisuke_Tateno_Distortion-Aware_Convolutional_Filters_ECCV_2018_paper.html

absolute relative error

0.176

Depth Estimation

Stanford2D3D Panoramic

UniFuse with fusion

https://arxiv.org/abs/2102.03550v2

RMSE

0.3691

Depth Estimation

Stanford2D3D Panoramic

UniFuse with fusion

https://arxiv.org/abs/2102.03550v2

absolute relative error

0.1114

Depth Estimation

Stanford2D3D Panoramic

BiFuse++

https://arxiv.org/abs/2209.02952v1

RMSE

0.372

Depth Estimation

Stanford2D3D Panoramic

BiFuse++

https://arxiv.org/abs/2209.02952v1

absolute relative error

0.1117

Depth Estimation

Stanford2D3D Panoramic

PanoDepth

https://arxiv.org/abs/2202.01323v1

RMSE

0.3747

Depth Estimation

Stanford2D3D Panoramic

PanoDepth

https://arxiv.org/abs/2202.01323v1

absolute relative error

0.0972

Depth Estimation

Stanford2D3D Panoramic

HoHoNet (ResNet-101)

https://arxiv.org/abs/2011.11498v3

RMSE

0.3834

Depth Estimation

Stanford2D3D Panoramic

HoHoNet (ResNet-101)

https://arxiv.org/abs/2011.11498v3

absolute relative error

0.1014

Depth Estimation

Stanford2D3D Panoramic

BiFuse with fusion

http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_BiFuse_Monocular_360_Depth_Estimation_via_Bi-Projection_Fusion_CVPR_2020_paper.html

RMSE

0.4142

Depth Estimation

Stanford2D3D Panoramic

BiFuse with fusion

http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_BiFuse_Monocular_360_Depth_Estimation_via_Bi-Projection_Fusion_CVPR_2020_paper.html

absolute relative error

0.1209

Depth Estimation

Stanford2D3D Panoramic

Jin et al.

http://openaccess.thecvf.com/content_CVPR_2020/html/Jin_Geometric_Structure_Based_and_Regularized_Depth_Estimation_From_360_Indoor_CVPR_2020_paper.html

RMSE

0.421

Depth Estimation

Stanford2D3D Panoramic

SphereDepth

https://arxiv.org/abs/2208.13714v3

RMSE

0.4512

Depth Estimation

Stanford2D3D Panoramic

SphereDepth

https://arxiv.org/abs/2208.13714v3

absolute relative error

0.1158

Depth Estimation

Stanford2D3D Panoramic

OmniDepth

http://arxiv.org/abs/1807.09620v1

RMSE

0.6152

Depth Estimation

Stanford2D3D Panoramic

OmniDepth

http://arxiv.org/abs/1807.09620v1

absolute relative error

0.1996

Depth Estimation

Matterport3D

UniFuse

https://arxiv.org/abs/2102.03550v2

Abs Rel

0.1063

Depth Estimation

eBDtheque

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

Abs Rel

0.376

Depth Estimation

eBDtheque

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

Sq Rel

0.448

Depth Estimation

eBDtheque

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

RMSE

1.364

Depth Estimation

eBDtheque

Bhattacharjee et al.

https://arxiv.org/abs/2110.03575v2

RMSE log

0.553

Depth Estimation

eBDtheque

MIDAS

https://arxiv.org/abs/1907.01341v3

Abs Rel

0.419

Depth Estimation

eBDtheque

MIDAS

https://arxiv.org/abs/1907.01341v3

Sq Rel

0.503

Depth Estimation

eBDtheque

MIDAS

https://arxiv.org/abs/1907.01341v3

RMSE

1.416

Depth Estimation

eBDtheque

MIDAS

https://arxiv.org/abs/1907.01341v3

RMSE log

0.659

Depth Estimation

eBDtheque

T2Net

http://arxiv.org/abs/1808.01454v1

Abs Rel

0.491

Depth Estimation

eBDtheque

T2Net

http://arxiv.org/abs/1808.01454v1

Sq Rel

0.555

Depth Estimation

eBDtheque

T2Net

http://arxiv.org/abs/1808.01454v1

RMSE

1.459

Depth Estimation

eBDtheque

T2Net

http://arxiv.org/abs/1808.01454v1

RMSE log

0.777

Depth Estimation

Cityscapes test

SwinMTL

https://arxiv.org/abs/2403.10662v1

RMSE

6.352

Depth Estimation

Cityscapes test

SDC-Depth

http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_SDC-Depth_Semantic_Divide-and-Conquer_Network_for_Monocular_Depth_Estimation_CVPR_2020_paper.html

RMSE

6.917

Depth Estimation

4D Light Field Dataset

LFattNet

http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf

BadPix(0.07)

3.756

Depth Estimation

4D Light Field Dataset

LFattNet

http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf

MSE

1.904

Depth Estimation

4D Light Field Dataset

LFattNet

http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf

BadPix(0.03)

6.823

Depth Estimation

4D Light Field Dataset

LFattNet

http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf

BadPix(0.01)

17.226

Depth Estimation

Mars DTM Estimation

GLPDepth