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 ⌀
Reconstruction > 3D Human Reconstruction	4D-DRESS	PIFu_Outer	https://arxiv.org/abs/1905.05172v3	Normal Consistency	0.759
Reconstruction > 3D Human Reconstruction	4D-DRESS	PIFu_Outer	https://arxiv.org/abs/1905.05172v3	IoU	0.697
Reconstruction > 3D Human Reconstruction	4D-DRESS	ICON_Outer	https://arxiv.org/abs/2112.09127v2	Chamfer (cm)	2.832
Reconstruction > 3D Human Reconstruction	4D-DRESS	ICON_Outer	https://arxiv.org/abs/2112.09127v2	Normal Consistency	0.762
Reconstruction > 3D Human Reconstruction	4D-DRESS	ICON_Outer	https://arxiv.org/abs/2112.09127v2	IoU	0.756
Reconstruction > 3D Human Reconstruction	4D-DRESS	ECON_Outer	https://arxiv.org/abs/2212.07422v2	Chamfer (cm)	2.852
Reconstruction > 3D Human Reconstruction	4D-DRESS	ECON_Outer	https://arxiv.org/abs/2212.07422v2	Normal Consistency	0.760
Reconstruction > 3D Human Reconstruction	4D-DRESS	ECON_Outer	https://arxiv.org/abs/2212.07422v2	IoU	0.728
Reconstruction > 3D Human Reconstruction	4D-DRESS	Vid2Avatar_Inner	https://arxiv.org/abs/2302.11566v1	Chamfer (cm)	2.870
Reconstruction > 3D Human Reconstruction	4D-DRESS	Vid2Avatar_Inner	https://arxiv.org/abs/2302.11566v1	Normal Consistency	0.750
Reconstruction > 3D Human Reconstruction	4D-DRESS	Vid2Avatar_Inner	https://arxiv.org/abs/2302.11566v1	IoU	0.772
Reconstruction > 3D Human Reconstruction	4D-DRESS	SelfRecon_Outer	https://arxiv.org/abs/2201.12792v2	Chamfer (cm)	3.014
Reconstruction > 3D Human Reconstruction	4D-DRESS	SelfRecon_Outer	https://arxiv.org/abs/2201.12792v2	Normal Consistency	0.725
Reconstruction > 3D Human Reconstruction	4D-DRESS	SelfRecon_Outer	https://arxiv.org/abs/2201.12792v2	IoU	0.787
Reconstruction > 3D Human Reconstruction	4D-DRESS	SelfRecon_Inner	https://arxiv.org/abs/2201.12792v2	Chamfer (cm)	3.180
Reconstruction > 3D Human Reconstruction	4D-DRESS	SelfRecon_Inner	https://arxiv.org/abs/2201.12792v2	Normal Consistency	0.729
Reconstruction > 3D Human Reconstruction	4D-DRESS	SelfRecon_Inner	https://arxiv.org/abs/2201.12792v2	IoU	0.754
Reconstruction > 3D Human Reconstruction	4D-DRESS	Vid2Avatar_Outer	https://arxiv.org/abs/2302.11566v1	Chamfer (cm)	4.027
Reconstruction > 3D Human Reconstruction	4D-DRESS	Vid2Avatar_Outer	https://arxiv.org/abs/2302.11566v1	Normal Consistency	0.683
Reconstruction > 3D Human Reconstruction	4D-DRESS	Vid2Avatar_Outer	https://arxiv.org/abs/2302.11566v1	IoU	0.745
Reconstruction > 3D Human Reconstruction	EHF	Multi-HMR	https://arxiv.org/abs/2402.14654v2	MPVPE	44.2
Reconstruction > 3D Human Reconstruction	EHF	Multi-HMR	https://arxiv.org/abs/2402.14654v2	PA V2V (mm), whole body	32.7
Reconstruction > 3D Human Reconstruction	EHF	Multi-HMR	https://arxiv.org/abs/2402.14654v2	PA V2V (mm), face	5.5
Reconstruction > 3D Human Reconstruction	EHF	SMPLer-X	https://arxiv.org/abs/2309.17448v3	MPVPE	62.4
Reconstruction > 3D Human Reconstruction	EHF	SMPLer-X	https://arxiv.org/abs/2309.17448v3	PA V2V (mm), whole body	37.1
Reconstruction > 3D Human Reconstruction	EHF	OSX	https://arxiv.org/abs/2303.16160v1	MPVPE	70.8
Reconstruction > 3D Human Reconstruction	EHF	OSX	https://arxiv.org/abs/2303.16160v1	PA V2V (mm), whole body	48.7
Reconstruction > 3D Human Reconstruction	EHF	OSX	https://arxiv.org/abs/2303.16160v1	PA V2V (mm), face	6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF).	PA-V2V (mm)	https://arxiv.org/abs/2008.09062v1	All	54.5
Reconstruction > Single-View 3D Reconstruction	SynthEVox3D-Tiny	towards end-to-end neuromorphic voxel-based 3d object reconstruction without physical priors	https://arxiv.org/abs/2501.00741v2	A-mIoU	0.535
Reconstruction > Single-View 3D Reconstruction	SynthEVox3D-Tiny	E2V	https://arxiv.org/abs/2309.00385v1	A-mIoU	0.346
Reconstruction > Single-View 3D Reconstruction	TransProteus	XYZNet	https://arxiv.org/abs/2109.07577v1	R2	0.94
Reconstruction > Single-View 3D Reconstruction	CUB-200-2011	3D Magic Mirror	https://arxiv.org/abs/2204.13096v2	FID	63.5
Reconstruction > Single-View 3D Reconstruction	ShapeNet	SDFDiff	https://arxiv.org/abs/1912.07109v2	3DIoU	0.6674
Reconstruction > Single-View 3D Reconstruction	ShapeNet	ZubicLio	https://arxiv.org/abs/2103.03390v2	3DIoU	0.6543
Reconstruction > Single-View 3D Reconstruction	ShapeNet	SoftRas (full)	http://arxiv.org/abs/1904.01786v1	3DIoU	0.6464
Reconstruction > Single-View 3D Reconstruction	ShapeNet	DIB-R	https://arxiv.org/abs/1908.01210v2	3DIoU	0.612
Reconstruction > Single-View 3D Reconstruction	ShapeNet	DIB-R	https://arxiv.org/abs/1908.01210v2	F-Score	0.558
Reconstruction > Single-View 3D Reconstruction	ShapeNet	NMR [19]	http://arxiv.org/abs/1904.01786v1	3DIoU	0.6015
Reconstruction > Single-View 3D Reconstruction	ShapeNet	voxel [47]	http://arxiv.org/abs/1904.01786v1	3DIoU	0.5736
Reconstruction > Single-View 3D Reconstruction	ShapeNet	retrieval [47]	http://arxiv.org/abs/1904.01786v1	3DIoU	0.4766
Reconstruction > Single-View 3D Reconstruction	ATR	3D Magic Mirror	https://arxiv.org/abs/2204.13096v2	FID	66.8
Reconstruction > Single-View 3D Reconstruction	Market-HQ	3D Magic Mirror	https://arxiv.org/abs/2204.13096v2	FID	46.7
Reconstruction > Single-View 3D Reconstruction	ShapeNetCore	DISN	https://arxiv.org/abs/1905.10711v5	3DIoU	0.57
Reconstruction > Single-View 3D Reconstruction	ShapeNetCore	OccNet	https://arxiv.org/abs/1905.10711v5	3DIoU	0.564
Reconstruction > Single-View 3D Reconstruction	ShapeNetCore	IMNET	https://arxiv.org/abs/1905.10711v5	3DIoU	0.546
Reconstruction > Single-View 3D Reconstruction	ShapeNetCore	3DN	https://arxiv.org/abs/1905.10711v5	3DIoU	0.487
Reconstruction > Single-View 3D Reconstruction	ShapeNetCore	Pxl2mesh	https://arxiv.org/abs/1905.10711v5	3DIoU	0.473
Reconstruction > Single-View 3D Reconstruction	ShapeNetCore	AtlasNet	https://arxiv.org/abs/1905.10711v5	3DIoU	0,3
Reconstruction > Single-View 3D Reconstruction	GSO	Unique3D	https://arxiv.org/abs/2405.20343v3	Chamfer Distance	0.0145
Reconstruction > Single-View 3D Reconstruction	GSO	Unique3D	https://arxiv.org/abs/2405.20343v3	IoU	55.38
Reconstruction > Single-View 3D Reconstruction	GSO	Unique3D	https://arxiv.org/abs/2405.20343v3	F-Score	68.45%
Reconstruction > Single-View 3D Reconstruction	GSO	Wonder3D	https://arxiv.org/abs/2310.15008v3	Chamfer Distance	0.0199
Reconstruction > Single-View 3D Reconstruction	GSO	Wonder3D	https://arxiv.org/abs/2310.15008v3	IoU	62.44
Reconstruction > Single-View 3D Reconstruction	GSO	SyncDreamer	https://arxiv.org/abs/2309.03453v2	Chamfer Distance	0.0261
Reconstruction > Single-View 3D Reconstruction	GSO	SyncDreamer	https://arxiv.org/abs/2309.03453v2	IoU	54.21
Reconstruction > Single-View 3D Reconstruction	Common Objects in 3D	NU-MCC	https://arxiv.org/abs/2307.09112v2	Avg. F1	83.8
Reconstruction > Single-View 3D Reconstruction	Common Objects in 3D	MCC	https://arxiv.org/abs/2301.08247v1	Avg. F1	56.7
Reconstruction > Single-View 3D Reconstruction	Common Objects in 3D	PointTr	https://arxiv.org/abs/2108.08839v1	Avg. F1	39.7
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	KITTI-360	CGFormer	https://arxiv.org/abs/2405.13675v4	mIoU	20.05
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	KITTI-360	Symphonies	https://arxiv.org/abs/2306.15670v2	mIoU	18.58
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	KITTI-360	MonoScene	https://arxiv.org/abs/2112.00726v2	mIoU	12.31
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	KITTI-360	VoxFormer	https://arxiv.org/abs/2302.12251v2	mIoU	11.91
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	NYUv2	ISO	https://arxiv.org/abs/2407.11730v2	mIoU	31.25
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	NYUv2	NDC-Scene	https://arxiv.org/abs/2309.14616v3	mIoU	29.03
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	NYUv2	MonoScene	https://arxiv.org/abs/2112.00726v2	mIoU	26.94
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	NYUv2	3DSketch (rgb input - reported in MonoScene paper)	https://arxiv.org/abs/2003.14052v1	mIoU	22.91
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	NYUv2	AICNet (rgb input - reported in MonoScene paper)	https://arxiv.org/abs/2004.02122v1	mIoU	18.15
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	NYUv2	LMSCNet (rgb input - reported in MonoScene paper)	https://arxiv.org/abs/2008.10559v2	mIoU	15.88
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	CGFormer	https://arxiv.org/abs/2405.13675v4	mIoU	16.63
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	Symphonies	https://arxiv.org/abs/2306.15670v2	mIoU	15.04
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	NDC-Scene	https://arxiv.org/abs/2309.14616v3	mIoU	12.58
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	OccFormer	https://arxiv.org/abs/2304.05316v1	mIoU	12.32
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	VoxFormer	https://arxiv.org/abs/2302.12251v2	mIoU	12.20
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	MonoScene	https://arxiv.org/abs/2112.00726v2	mIoU	11.08
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	JS3C-Net (rgb input - reported in MonoScene paper)	https://arxiv.org/abs/2012.03762v1	mIoU	8.97
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	LMSCNet (rgb input - reported in MonoScene paper)	https://arxiv.org/abs/2008.10559v2	mIoU	7.09
Reconstruction > Single-View 3D Reconstruction > 3D Semantic Scene Completion from a single RGB image	SemanticKITTI	3DSketch (rgb input - reported in MonoScene paper)	https://arxiv.org/abs/2003.14052v1	mIoU	6.23
Reconstruction > Single-Image-Based Hdr Reconstruction	City Scene Dataset	FHDR	https://arxiv.org/abs/1912.11463v1	PSNR	32.54
Reconstruction > Single-Image-Based Hdr Reconstruction	City Scene Dataset	FHDR	https://arxiv.org/abs/1912.11463v1	SSIM	0.95
Reconstruction > Single-Image-Based Hdr Reconstruction	City Scene Dataset	FHDR	https://arxiv.org/abs/1912.11463v1	HDR-VDP2 Q SCORE	67.18
Facial Recognition and Modelling > Face Recognition	UND-X1	Model with Up Convolution + DoG Filter	https://arxiv.org/abs/2002.04219v1	Rank-1	87.2
Facial Recognition and Modelling > Face Recognition	UND-X1	DPM	http://arxiv.org/abs/1601.05347v2	Rank-1	83.73
Facial Recognition and Modelling > Face Recognition	mebeblurf	PIC - MagFace	https://arxiv.org/abs/2211.12483v3	FNMR [%] @ 10-3 FMR	9.75
Facial Recognition and Modelling > Face Recognition	mebeblurf	PIC - QMagFace	https://arxiv.org/abs/2211.12483v3	FNMR [%] @ 10-3 FMR	9.78
Facial Recognition and Modelling > Face Recognition	mebeblurf	PIC - ArcFace	https://arxiv.org/abs/2211.12483v3	FNMR [%] @ 10-3 FMR	10.1
Facial Recognition and Modelling > Face Recognition	MORPH	PIC - ArcFace	https://arxiv.org/abs/2211.12483v3	FNMR [%] @ 10-3 FMR	0.05
Facial Recognition and Modelling > Face Recognition	MORPH	PIC - MagFace	https://arxiv.org/abs/2211.12483v3	FNMR [%] @ 10-3 FMR	0.96
Facial Recognition and Modelling > Face Recognition	MORPH	PIC - QMagFace	https://arxiv.org/abs/2211.12483v3	FNMR [%] @ 10-3 FMR	0.96
Facial Recognition and Modelling > Face Recognition	XQLFW	FaceTransformer+OctupletLoss	https://arxiv.org/abs/2207.06726v2	Accuracy	0.9512
Facial Recognition and Modelling > Face Recognition	MFW+ (U-M)	AdaFace+PPL	https://bmvc2022.mpi-inf.mpg.de/723/	TAR@FAR=0.0001	84.27
Facial Recognition and Modelling > Face Recognition	MFW+ (U-M)	MaskInv-HG	https://bmvc2022.mpi-inf.mpg.de/723/	TAR@FAR=0.0001	83.82
Facial Recognition and Modelling > Face Recognition	MFW+ (U-M)	FocusFace	https://bmvc2022.mpi-inf.mpg.de/723/	TAR@FAR=0.0001	83.40
Facial Recognition and Modelling > Face Recognition	BTS3.1	MCN	http://arxiv.org/abs/1807.09192v1	TAR @ FAR=0.01	0.5425
Facial Recognition and Modelling > Face Recognition	IJB-B	ArcFace+CSFM	https://arxiv.org/abs/2207.10180v1	TAR @ FAR=1e-5	0.9095
Facial Recognition and Modelling > Face Recognition	IJB-B	ArcFace+CSFM	https://arxiv.org/abs/2207.10180v1	TAR @ FAR=1e-4	0.9461
Facial Recognition and Modelling > Face Recognition	IJB-B	ArcFace+CSFM	https://arxiv.org/abs/2207.10180v1	TAR @ FAR=1e-3	0.9621
Facial Recognition and Modelling > Face Recognition	IJB-B	ArcFace+CSFM	https://arxiv.org/abs/2207.10180v1	Rank-1	0.9496
Facial Recognition and Modelling > Face Recognition	IJB-B	ArcFace+CSFM	https://arxiv.org/abs/2207.10180v1	Rank-5	0.9684
Facial Recognition and Modelling > Face Recognition	IJB-B	ArcFace + MS1MV2 + R100	https://arxiv.org/abs/2204.00964v2	TAR @ FAR=1e-5	0.8933

Reconstruction > 3D Human Reconstruction

4D-DRESS

PIFu_Outer

https://arxiv.org/abs/1905.05172v3

Normal Consistency

0.759

Reconstruction > 3D Human Reconstruction

4D-DRESS

PIFu_Outer

https://arxiv.org/abs/1905.05172v3

IoU

0.697

Reconstruction > 3D Human Reconstruction

4D-DRESS

ICON_Outer

https://arxiv.org/abs/2112.09127v2

Chamfer (cm)

2.832

Reconstruction > 3D Human Reconstruction

4D-DRESS

ICON_Outer

https://arxiv.org/abs/2112.09127v2

Normal Consistency

0.762

Reconstruction > 3D Human Reconstruction

4D-DRESS

ICON_Outer

https://arxiv.org/abs/2112.09127v2

IoU

0.756

Reconstruction > 3D Human Reconstruction

4D-DRESS

ECON_Outer

https://arxiv.org/abs/2212.07422v2

Chamfer (cm)

2.852

Reconstruction > 3D Human Reconstruction

4D-DRESS

ECON_Outer

https://arxiv.org/abs/2212.07422v2

Normal Consistency

0.760

Reconstruction > 3D Human Reconstruction

4D-DRESS

ECON_Outer

https://arxiv.org/abs/2212.07422v2

IoU

0.728

Reconstruction > 3D Human Reconstruction

4D-DRESS

Vid2Avatar_Inner

https://arxiv.org/abs/2302.11566v1

Chamfer (cm)

2.870

Reconstruction > 3D Human Reconstruction

4D-DRESS

Vid2Avatar_Inner

https://arxiv.org/abs/2302.11566v1

Normal Consistency

0.750

Reconstruction > 3D Human Reconstruction

4D-DRESS

Vid2Avatar_Inner

https://arxiv.org/abs/2302.11566v1

IoU

0.772

Reconstruction > 3D Human Reconstruction

4D-DRESS

SelfRecon_Outer

https://arxiv.org/abs/2201.12792v2

Chamfer (cm)

3.014

Reconstruction > 3D Human Reconstruction

4D-DRESS

SelfRecon_Outer

https://arxiv.org/abs/2201.12792v2

Normal Consistency

0.725

Reconstruction > 3D Human Reconstruction

4D-DRESS

SelfRecon_Outer

https://arxiv.org/abs/2201.12792v2

IoU

0.787

Reconstruction > 3D Human Reconstruction

4D-DRESS

SelfRecon_Inner

https://arxiv.org/abs/2201.12792v2

Chamfer (cm)

3.180

Reconstruction > 3D Human Reconstruction

4D-DRESS

SelfRecon_Inner

https://arxiv.org/abs/2201.12792v2

Normal Consistency

0.729

Reconstruction > 3D Human Reconstruction

4D-DRESS

SelfRecon_Inner

https://arxiv.org/abs/2201.12792v2

IoU

0.754

Reconstruction > 3D Human Reconstruction

4D-DRESS

Vid2Avatar_Outer

https://arxiv.org/abs/2302.11566v1

Chamfer (cm)

4.027

Reconstruction > 3D Human Reconstruction

4D-DRESS

Vid2Avatar_Outer

https://arxiv.org/abs/2302.11566v1

Normal Consistency

0.683

Reconstruction > 3D Human Reconstruction

4D-DRESS

Vid2Avatar_Outer

https://arxiv.org/abs/2302.11566v1

IoU

0.745

Reconstruction > 3D Human Reconstruction

EHF

Multi-HMR

https://arxiv.org/abs/2402.14654v2

MPVPE

44.2

Reconstruction > 3D Human Reconstruction

EHF

Multi-HMR

https://arxiv.org/abs/2402.14654v2

PA V2V (mm), whole body

32.7

Reconstruction > 3D Human Reconstruction

EHF

Multi-HMR

https://arxiv.org/abs/2402.14654v2

PA V2V (mm), face

5.5

Reconstruction > 3D Human Reconstruction

EHF

SMPLer-X

https://arxiv.org/abs/2309.17448v3

MPVPE

62.4

Reconstruction > 3D Human Reconstruction

EHF

SMPLer-X

https://arxiv.org/abs/2309.17448v3

PA V2V (mm), whole body

37.1

Reconstruction > 3D Human Reconstruction

EHF

OSX

https://arxiv.org/abs/2303.16160v1

MPVPE

70.8

Reconstruction > 3D Human Reconstruction

EHF

OSX

https://arxiv.org/abs/2303.16160v1

PA V2V (mm), whole body

48.7

Reconstruction > 3D Human Reconstruction

EHF

OSX

https://arxiv.org/abs/2303.16160v1

PA V2V (mm), face

6

Reconstruction > 3D Human Reconstruction

Expressive hands and faces dataset (EHF).

PA-V2V (mm)

https://arxiv.org/abs/2008.09062v1

All

54.5