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 ⌀
Cancer > Breast Cancer Histology Image Classification	BreakHis	WaveMix	https://arxiv.org/abs/2406.05612v2	Accuracy (%)	99.39
Cancer > Breast Cancer Histology Image Classification	BreakHis	Breast-NET	https://link.springer.com/article/10.1007/s00521-024-10298-9	Accuracy (%)	98.11
Cancer > Breast Cancer Histology Image Classification	BreakHis	VGGIN-Net	https://ieeexplore.ieee.org/document/9744541	Accuracy (%)	96.15
Cancer > Breast Cancer Histology Image Classification	BreakHis	WaveMixLite-224/10	https://arxiv.org/abs/2302.11488v1	Accuracy (%)	91.72
Cancer > Breast Cancer Histology Image Classification	BreakHis	EfficientNet-b2	https://arxiv.org/abs/2203.07707v2	Accuracy (Inter-Patient)	92.15
Cancer > Breast Cancer Histology Image Classification	BreakHis	EfficientNet-b2	https://arxiv.org/abs/2203.07707v2	1:1 Accuracy	92.23
Cancer > Breast Cancer Histology Image Classification > Breast Cancer Histology Image Classification (20% labels)	BreakHis	EfficientNet-b2	https://arxiv.org/abs/2203.07707v2	1:1 Accuracy	88.77
Cancer > Breast Cancer Histology Image Classification > Breast Cancer Histology Image Classification (20% labels)	BreakHis	EfficientNet-b2	https://arxiv.org/abs/2203.07707v2	Accuracy (Inter-Patient)	88.77
Reconstruction	CelebAMask-HQ	SCAM	https://arxiv.org/abs/2210.04883v1	PSNR	21.9
Reconstruction	CelebAMask-HQ	SCAM	https://arxiv.org/abs/2210.04883v1	R-FID	15.5
Reconstruction	PPMI	NPP (Ours)	https://arxiv.org/abs/2303.12148v1	runtime (s)	2.94
Reconstruction	ADE20K	SCAM	https://arxiv.org/abs/2210.04883v1	PSNR	20
Reconstruction	iDesigner	SCAM	https://arxiv.org/abs/2210.04883v1	PSNR	21.4
Reconstruction	iDesigner	SCAM	https://arxiv.org/abs/2210.04883v1	R-FID	13.2
Reconstruction	HCP	NPP, l=0.1	https://arxiv.org/abs/2303.12148v1	SSIM	99.25
Reconstruction > 3D Human Reconstruction	CustomHumans	SiTH	https://arxiv.org/abs/2311.15855v2	Chamfer Distance P-to-S	1.871
Reconstruction > 3D Human Reconstruction	CustomHumans	SiTH	https://arxiv.org/abs/2311.15855v2	Chamfer Distance S-to-P	2.045
Reconstruction > 3D Human Reconstruction	CustomHumans	SiTH	https://arxiv.org/abs/2311.15855v2	Normal Consistency	0.826
Reconstruction > 3D Human Reconstruction	CustomHumans	SiTH	https://arxiv.org/abs/2311.15855v2	f-Score	37.029
Reconstruction > 3D Human Reconstruction	CustomHumans	FOF	https://arxiv.org/abs/2206.02194v2	Chamfer Distance P-to-S	2.079
Reconstruction > 3D Human Reconstruction	CustomHumans	FOF	https://arxiv.org/abs/2206.02194v2	Chamfer Distance S-to-P	2.644
Reconstruction > 3D Human Reconstruction	CustomHumans	FOF	https://arxiv.org/abs/2206.02194v2	Normal Consistency	0.808
Reconstruction > 3D Human Reconstruction	CustomHumans	FOF	https://arxiv.org/abs/2206.02194v2	f-Score	36.013
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFuHD	https://arxiv.org/abs/2004.00452v1	Chamfer Distance P-to-S	2.107
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFuHD	https://arxiv.org/abs/2004.00452v1	Chamfer Distance S-to-P	2.228
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFuHD	https://arxiv.org/abs/2004.00452v1	Normal Consistency	0.804
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFuHD	https://arxiv.org/abs/2004.00452v1	f-Score	39.076
Reconstruction > 3D Human Reconstruction	CustomHumans	PaMIR	https://arxiv.org/abs/2007.03858v2	Chamfer Distance P-to-S	2.181
Reconstruction > 3D Human Reconstruction	CustomHumans	PaMIR	https://arxiv.org/abs/2007.03858v2	Chamfer Distance S-to-P	2.507
Reconstruction > 3D Human Reconstruction	CustomHumans	PaMIR	https://arxiv.org/abs/2007.03858v2	Normal Consistency	0.813
Reconstruction > 3D Human Reconstruction	CustomHumans	PaMIR	https://arxiv.org/abs/2007.03858v2	f-Score	35.847
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFu	https://arxiv.org/abs/1905.05172v3	Chamfer Distance P-to-S	2.209
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFu	https://arxiv.org/abs/1905.05172v3	Chamfer Distance S-to-P	2.582
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFu	https://arxiv.org/abs/1905.05172v3	Normal Consistency	0.805
Reconstruction > 3D Human Reconstruction	CustomHumans	PIFu	https://arxiv.org/abs/1905.05172v3	f-Score	34.881
Reconstruction > 3D Human Reconstruction	CustomHumans	ICON	https://arxiv.org/abs/2112.09127v2	Chamfer Distance P-to-S	2.256
Reconstruction > 3D Human Reconstruction	CustomHumans	ICON	https://arxiv.org/abs/2112.09127v2	Chamfer Distance S-to-P	2.795
Reconstruction > 3D Human Reconstruction	CustomHumans	ICON	https://arxiv.org/abs/2112.09127v2	Normal Consistency	0.791
Reconstruction > 3D Human Reconstruction	CustomHumans	ICON	https://arxiv.org/abs/2112.09127v2	f-Score	30.437
Reconstruction > 3D Human Reconstruction	CustomHumans	ECON	https://arxiv.org/abs/2212.07422v2	Chamfer Distance P-to-S	2.483
Reconstruction > 3D Human Reconstruction	CustomHumans	ECON	https://arxiv.org/abs/2212.07422v2	Chamfer Distance S-to-P	2.680
Reconstruction > 3D Human Reconstruction	CustomHumans	ECON	https://arxiv.org/abs/2212.07422v2	Normal Consistency	0.797
Reconstruction > 3D Human Reconstruction	CustomHumans	ECON	https://arxiv.org/abs/2212.07422v2	f-Score	30.894
Reconstruction > 3D Human Reconstruction	CustomHumans	2K2K	https://arxiv.org/abs/2303.15108v1	Chamfer Distance P-to-S	2.488
Reconstruction > 3D Human Reconstruction	CustomHumans	2K2K	https://arxiv.org/abs/2303.15108v1	Chamfer Distance S-to-P	3.292
Reconstruction > 3D Human Reconstruction	CustomHumans	2K2K	https://arxiv.org/abs/2303.15108v1	Normal Consistency	0.796
Reconstruction > 3D Human Reconstruction	CustomHumans	2K2K	https://arxiv.org/abs/2303.15108v1	f-Score	30.186
Reconstruction > 3D Human Reconstruction	Surreal	DecoMR	https://arxiv.org/abs/2006.05734v2	MPVPE	43.5
Reconstruction > 3D Human Reconstruction	Surreal	self-supervised mocap	http://arxiv.org/abs/1712.01337v1	MPVPE	74.5
Reconstruction > 3D Human Reconstruction	Dynamic FAUST	RFNet-4D	https://arxiv.org/abs/2203.16482v3	Volumetric IoU	85.47
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	Hand4Whole	https://arxiv.org/abs/2011.11534v4	PA V2V (mm), whole body	50.3
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	Hand4Whole	https://arxiv.org/abs/2011.11534v4	PA V2V (mm), left hand	10.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	Hand4Whole	https://arxiv.org/abs/2011.11534v4	PA V2V (mm), face	5.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	PA V2V (mm), whole body	54.5
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	PA V2V (mm), body only	52.6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	PA V2V (mm), left hand	13.1
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	PA V2V (mm), face	5.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	TR V2V (mm), whole body	65.7
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	TR V2V (mm), body only	76.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	TR V2V (mm), left hand	31.2
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	TR V2V (mm), face	15.9
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	MPJPE-14	62.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	MPJPE, left hand	13.5
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	mean P2S	28.9
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	ExPose	https://arxiv.org/abs/2008.09062v1	median P2S	18
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	PA V2V (mm), whole body	55
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	PA V2V (mm), body only	53
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	PA V2V (mm), left hand	11.2
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	PA V2V (mm), face	4.6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	TR V2V (mm), whole body	67.6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	TR V2V (mm), body only	75.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	TR V2V (mm), left hand	25.6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	TR V2V (mm), face	14.2
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	MPJPE-14	61.5
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	MPJPE, left hand	11.7
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	mean P2S	29.9
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	PIXIE	https://arxiv.org/abs/2105.05301v2	median P2S	18.4
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	PA V2V (mm), whole body	57.5
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	PA V2V (mm), body only	52.7
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	PA V2V (mm), left hand	12.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	TR V2V (mm), whole body	76.9
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	TR V2V (mm), body only	80.1
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	TR V2V (mm), left hand	32.1
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	MPJPE-14	62.3
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	MPJPE, left hand	13.2
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	mean P2S	31.6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	FrankMocap	https://arxiv.org/abs/2108.06428v1	median P2S	19.2
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	PA V2V (mm), body only	75.4
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	PA V2V (mm), left hand	11.6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	PA V2V (mm), face	4.9
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	TR V2V (mm), whole body	93.0
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	TR V2V (mm), body only	116.1
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	TR V2V (mm), left hand	23.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	TR V2V (mm), face	11.5
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	MPJPE-14	87.6
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	MPJPE, left hand	12.2
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	mean P2S	36.8
Reconstruction > 3D Human Reconstruction	Expressive hands and faces dataset (EHF)	SMPLify-X	http://arxiv.org/abs/1904.05866v1	median P2S	23.0
Reconstruction > 3D Human Reconstruction	AGORA	HybrIK-X	https://arxiv.org/abs/2304.05690v1	FB-NMVE	120.5
Reconstruction > 3D Human Reconstruction	AGORA	HybrIK-X	https://arxiv.org/abs/2304.05690v1	FB-NMJE	115.7

Cancer > Breast Cancer Histology Image Classification

BreakHis

WaveMix

https://arxiv.org/abs/2406.05612v2

Accuracy (%)

99.39

Cancer > Breast Cancer Histology Image Classification

BreakHis

Breast-NET

https://link.springer.com/article/10.1007/s00521-024-10298-9

Accuracy (%)

98.11

Cancer > Breast Cancer Histology Image Classification

BreakHis

VGGIN-Net

https://ieeexplore.ieee.org/document/9744541

Accuracy (%)

96.15

Cancer > Breast Cancer Histology Image Classification

BreakHis

WaveMixLite-224/10

https://arxiv.org/abs/2302.11488v1

Accuracy (%)

91.72

Cancer > Breast Cancer Histology Image Classification

BreakHis

EfficientNet-b2

https://arxiv.org/abs/2203.07707v2

Accuracy (Inter-Patient)

92.15

Cancer > Breast Cancer Histology Image Classification

BreakHis

EfficientNet-b2

https://arxiv.org/abs/2203.07707v2

1:1 Accuracy

92.23

Cancer > Breast Cancer Histology Image Classification > Breast Cancer Histology Image Classification (20% labels)

BreakHis

EfficientNet-b2

https://arxiv.org/abs/2203.07707v2

1:1 Accuracy

88.77

Cancer > Breast Cancer Histology Image Classification > Breast Cancer Histology Image Classification (20% labels)

BreakHis

EfficientNet-b2

https://arxiv.org/abs/2203.07707v2

Accuracy (Inter-Patient)

88.77

Reconstruction

CelebAMask-HQ

SCAM

https://arxiv.org/abs/2210.04883v1

PSNR

21.9

Reconstruction

CelebAMask-HQ

SCAM

https://arxiv.org/abs/2210.04883v1

R-FID

15.5

Reconstruction

PPMI

NPP (Ours)

https://arxiv.org/abs/2303.12148v1

runtime (s)

2.94

Reconstruction

ADE20K

SCAM

https://arxiv.org/abs/2210.04883v1

PSNR

20

Reconstruction

iDesigner

SCAM

https://arxiv.org/abs/2210.04883v1

PSNR

21.4

Reconstruction

iDesigner

SCAM

https://arxiv.org/abs/2210.04883v1

R-FID

13.2

Reconstruction

HCP

NPP, l=0.1

https://arxiv.org/abs/2303.12148v1

SSIM

99.25