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 ⌀
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	AdaIR	https://arxiv.org/abs/2403.14614v1	SSIM	0.910
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	AnyIR	https://arxiv.org/abs/2407.13372v2	Average PSNR	29.65
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	AnyIR	https://arxiv.org/abs/2407.13372v2	SSIM	0.901
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	IDR	http://openaccess.thecvf.com//content/CVPR2023/html/Zhang_Ingredient-Oriented_Multi-Degradation_Learning_for_Image_Restoration_CVPR_2023_paper.html	Average PSNR	28.34
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	IDR	http://openaccess.thecvf.com//content/CVPR2023/html/Zhang_Ingredient-Oriented_Multi-Degradation_Learning_for_Image_Restoration_CVPR_2023_paper.html	SSIM	0.893
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	AirNet	http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html	Average PSNR	25.49
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	AirNet	http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html	SSIM	0.846
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	ABAIR	https://arxiv.org/abs/2411.18412v1	Average PSNR	33.21
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	ABAIR	https://arxiv.org/abs/2411.18412v1	SSIM	0.919
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	MoCE-IR	https://arxiv.org/abs/2411.18466v1	Average PSNR	32.73
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	MoCE-IR	https://arxiv.org/abs/2411.18466v1	SSIM	0.917
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	HAIR	https://arxiv.org/abs/2408.08091v4	Average PSNR	32.70
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	HAIR	https://arxiv.org/abs/2408.08091v4	SSIM	0.919
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	AdaIR	https://arxiv.org/abs/2403.14614v1	Average PSNR	32.69
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	AdaIR	https://arxiv.org/abs/2403.14614v1	SSIM	0.918
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	DA-RCOT	https://arxiv.org/abs/2411.01656v1	Average PSNR	32.60
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	DA-RCOT	https://arxiv.org/abs/2411.01656v1	SSIM	0.917
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	RAM	https://arxiv.org/abs/2407.13372v2	Average PSNR	32.51
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	RAM	https://arxiv.org/abs/2407.13372v2	SSIM	0.916
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	PromptIR	https://arxiv.org/abs/2306.13090v1	Average PSNR	32.06
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	PromptIR	https://arxiv.org/abs/2306.13090v1	SSIM	0.913
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	U-WADN	https://arxiv.org/abs/2401.13221v1	Average PSNR	31.47
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	U-WADN	https://arxiv.org/abs/2401.13221v1	SSIM	0.910
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	AirNet	http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html	Average PSNR	31.20
Unified Image Restoration > Blind All-in-One Image Restoration	3-Degradations	AirNet	http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html	SSIM	0.910
Lung Sound Classification	ICBHI Respiratory Sound Database	RDLINet	https://ieeexplore.ieee.org/document/10174701	Accurcay	99.6
Lung Sound Classification	ICBHI Respiratory Sound Database	Lightweight CNN	https://arxiv.org/abs/2009.04402v1	Accurcay	98.7
Lung Sound Classification	ICBHI Respiratory Sound Database	GRU	https://ieeexplore.ieee.org/document/9080747	Accurcay	95.7
Asthmatic Lung Sound Classification	Chest wall lung sound dataset	AsthmaSCELNet	https://www.isca-archive.org/interspeech_2023/roy23_interspeech.html	2-Class Accuracy	98.54
Asthmatic Lung Sound Classification	Chest wall lung sound dataset	AsTFSONN	https://github.com/rsarka34/AsTFSONN	2-Class Accuracy	98.50
Cell Segmentation	DIC-C2DH-HeLa	EncLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.793
Cell Segmentation	DIC-C2DH-HeLa	DecLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.511
Cell Segmentation	MoNuSeg	PromptNu	https://github.com/NucleiDet/PromptNu	Average Dice	0.838
Cell Segmentation	STARE	U-Net	http://arxiv.org/abs/1505.04597v1	AUC	0.7756
Cell Segmentation	Fluo-N2DH-SIM+	EncLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.811
Cell Segmentation	Fluo-N2DH-SIM+	DecLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.802
Cell Segmentation	LIVECell	Cascade Mask RCNN-ResNest-200	https://www.nature.com/articles/s41592-021-01249-6	mask AP	47.9
Cell Segmentation	LIVECell	Cascade Mask RCNN-ResNest-200	https://www.nature.com/articles/s41592-021-01249-6	mask AFNR	45.3
Cell Segmentation	LIVECell	Cascade Mask RCNN-ResNest-200	https://www.nature.com/articles/s41592-021-01249-6	LIVECell Transferability	0.98
Cell Segmentation	LIVECell	Cascade Mask RCNN-ResNest-200	https://www.nature.com/articles/s41592-021-01249-6	LIVECell Extrapolation (A549)	1403
Cell Segmentation	LIVECell	Cascade Mask RCNN-ResNest-200	https://www.nature.com/articles/s41592-021-01249-6	LIVECell Extrapolation (A172)	1328
Cell Segmentation	LIVECell	CenterMask-VoVNet2-FPN	https://www.nature.com/articles/s41592-021-01249-6	mask AP	47.8
Cell Segmentation	LIVECell	CenterMask-VoVNet2-FPN	https://www.nature.com/articles/s41592-021-01249-6	mask AFNR	52.2
Cell Segmentation	LIVECell	CenterMask-VoVNet2-FPN	https://www.nature.com/articles/s41592-021-01249-6	LIVECell Transferability	1.21
Cell Segmentation	LIVECell	CenterMask-VoVNet2-FPN	https://www.nature.com/articles/s41592-021-01249-6	LIVECell Extrapolation (A549)	2031
Cell Segmentation	LIVECell	CenterMask-VoVNet2-FPN	https://www.nature.com/articles/s41592-021-01249-6	LIVECell Extrapolation (A172)	1948
Cell Segmentation	LIVECell	Point2Mask	https://link.springer.com/chapter/10.1007/978-3-031-12053-4_11	mask AP	43.53
Cell Segmentation	Fluo-C3DL-MDA231	Dual U-Net (Neighbor distances)	https://arxiv.org/abs/2004.01486v4	SEG (~Mean IoU)	0.616
Cell Segmentation	CoNSeP	PromptNu	https://github.com/NucleiDet/PromptNu	Average Dice	0.857
Cell Segmentation	Fluo-N2DL-HeLa	Dual U-Net (Neighbor distances)	https://arxiv.org/abs/2004.01486v4	SEG (~Mean IoU)	0.895
Cell Segmentation	Fluo-N2DL-HeLa	DecLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.839
Cell Segmentation	Fluo-N2DL-HeLa	EncLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.811
Cell Segmentation	PanNuke	PromptNu	https://github.com/NucleiDet/PromptNu	Average Dice	0.860
Cell Segmentation	EVICAN	DeepCeNS	https://ieeexplore.ieee.org/abstract/document/9533624	mask AP	52.56
Cell Segmentation	EVICAN	DeepCeNS	https://ieeexplore.ieee.org/abstract/document/9533624	mask AP50	83.40
Cell Segmentation	EVICAN	EVICAN-MRCNN	https://pubmed.ncbi.nlm.nih.gov/32239126/	mask AP	32.20
Cell Segmentation	EVICAN	EVICAN-MRCNN	https://pubmed.ncbi.nlm.nih.gov/32239126/	mask AP50	61.58
Cell Segmentation	PhC-C2DH-U373	EncLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.842
Cell Segmentation	Fluo-N2DH-GOWT1	DecLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.854
Cell Segmentation	Fluo-N2DH-GOWT1	EncLSTM	http://arxiv.org/abs/1805.11247v2	SEG (~Mean IoU)	0.85
Eyeblink detection	HUST-LEBW	Zeng et al.	https://ieeexplore-ieee-org.libproxy1.nus.edu.sg/abstract/document/10207771	Avg. F1	91.345
Eyeblink detection	HUST-LEBW	Hu et al.	https://arxiv.org/abs/1902.07891v3	Avg. F1	61.815
Eyeblink detection	MPEblink	InstBlink	https://arxiv.org/abs/2303.16053v2	Blink-AP50	27.19
3D Human Pose Tracking	Panoptic	TesseTrack	http://www.cs.cmu.edu/~ILIM/projects/IM/TesseTrack/	3DMOTA	94.1
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	Scalable Group Choreography	https://arxiv.org/abs/2407.18839v1	FID	31.01
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	Scalable Group Choreography	https://arxiv.org/abs/2407.18839v1	MMC	0.271
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	Scalable Group Choreography	https://arxiv.org/abs/2407.18839v1	GenDiv	10.98
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	Scalable Group Choreography	https://arxiv.org/abs/2407.18839v1	PFC	2.33
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	Scalable Group Choreography	https://arxiv.org/abs/2407.18839v1	GMR	30.08
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	Scalable Group Choreography	https://arxiv.org/abs/2407.18839v1	GMC	84.52
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	Scalable Group Choreography	https://arxiv.org/abs/2407.18839v1	TIF	0.163
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GCD	https://arxiv.org/abs/2310.18986v2	FID	31.16
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GCD	https://arxiv.org/abs/2310.18986v2	MMC	0.261
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GCD	https://arxiv.org/abs/2310.18986v2	GenDiv	10.87
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GCD	https://arxiv.org/abs/2310.18986v2	PFC	2.53
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GCD	https://arxiv.org/abs/2310.18986v2	GMR	31.47
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GCD	https://arxiv.org/abs/2310.18986v2	GMC	80.97
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GCD	https://arxiv.org/abs/2310.18986v2	TIF	0.167
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	TCDiff	https://arxiv.org/abs/2403.06189v3	FID	42.39
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	TCDiff	https://arxiv.org/abs/2403.06189v3	MMC	0.25
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	TCDiff	https://arxiv.org/abs/2403.06189v3	GenDiv	14.37
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	TCDiff	https://arxiv.org/abs/2403.06189v3	PFC	0.54
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	TCDiff	https://arxiv.org/abs/2403.06189v3	GMR	21.12
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	TCDiff	https://arxiv.org/abs/2403.06189v3	GMC	81.48
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	TCDiff	https://arxiv.org/abs/2403.06189v3	TIF	0.15
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GDANCER	https://arxiv.org/abs/2303.12337v2	FID	43.90
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GDANCER	https://arxiv.org/abs/2303.12337v2	MMC	0.250
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GDANCER	https://arxiv.org/abs/2303.12337v2	GenDiv	9.23
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GDANCER	https://arxiv.org/abs/2303.12337v2	PFC	3.05
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GDANCER	https://arxiv.org/abs/2303.12337v2	GMR	51.27
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GDANCER	https://arxiv.org/abs/2303.12337v2	GMC	79.01
3D Human Pose Tracking > Motion Synthesis	AIOZ-GDANCE	GDANCER	https://arxiv.org/abs/2303.12337v2	TIF	0.217
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Anything	https://arxiv.org/abs/2503.06955v1	FID	0.028
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Anything	https://arxiv.org/abs/2503.06955v1	Diversity	9.521
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Anything	https://arxiv.org/abs/2503.06955v1	Multimodality	2.705
3D Human Pose Tracking > Motion Synthesis	HumanML3D	Motion Anything	https://arxiv.org/abs/2503.06955v1	R Precision Top3	0.829
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionPCM	https://arxiv.org/abs/2501.19083v1	FID	0.030
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionPCM	https://arxiv.org/abs/2501.19083v1	Diversity	9.575
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionPCM	https://arxiv.org/abs/2501.19083v1	Multimodality	1.714
3D Human Pose Tracking > Motion Synthesis	HumanML3D	MotionPCM	https://arxiv.org/abs/2501.19083v1	R Precision Top3	0.842

Unified Image Restoration > Blind All-in-One Image Restoration

5-Degradations

AdaIR

https://arxiv.org/abs/2403.14614v1

SSIM

0.910

Unified Image Restoration > Blind All-in-One Image Restoration

5-Degradations

AnyIR

https://arxiv.org/abs/2407.13372v2

Average PSNR

29.65

Unified Image Restoration > Blind All-in-One Image Restoration

5-Degradations

AnyIR

https://arxiv.org/abs/2407.13372v2

SSIM

0.901

Unified Image Restoration > Blind All-in-One Image Restoration

5-Degradations

IDR

http://openaccess.thecvf.com//content/CVPR2023/html/Zhang_Ingredient-Oriented_Multi-Degradation_Learning_for_Image_Restoration_CVPR_2023_paper.html

Average PSNR

28.34

Unified Image Restoration > Blind All-in-One Image Restoration

5-Degradations

IDR

http://openaccess.thecvf.com//content/CVPR2023/html/Zhang_Ingredient-Oriented_Multi-Degradation_Learning_for_Image_Restoration_CVPR_2023_paper.html

SSIM

0.893

Unified Image Restoration > Blind All-in-One Image Restoration

5-Degradations

AirNet

http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html

Average PSNR

25.49

Unified Image Restoration > Blind All-in-One Image Restoration

5-Degradations

AirNet

http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html

SSIM

0.846

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

ABAIR

https://arxiv.org/abs/2411.18412v1

Average PSNR

33.21

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

ABAIR

https://arxiv.org/abs/2411.18412v1

SSIM

0.919

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

MoCE-IR

https://arxiv.org/abs/2411.18466v1

Average PSNR

32.73

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

MoCE-IR

https://arxiv.org/abs/2411.18466v1

SSIM

0.917

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

HAIR

https://arxiv.org/abs/2408.08091v4

Average PSNR

32.70

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

HAIR

https://arxiv.org/abs/2408.08091v4

SSIM

0.919

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

AdaIR

https://arxiv.org/abs/2403.14614v1

Average PSNR

32.69

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

AdaIR

https://arxiv.org/abs/2403.14614v1

SSIM

0.918

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

DA-RCOT

https://arxiv.org/abs/2411.01656v1

Average PSNR

32.60

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

DA-RCOT

https://arxiv.org/abs/2411.01656v1

SSIM

0.917

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

RAM

https://arxiv.org/abs/2407.13372v2

Average PSNR

32.51

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

RAM

https://arxiv.org/abs/2407.13372v2

SSIM

0.916

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

PromptIR

https://arxiv.org/abs/2306.13090v1

Average PSNR

32.06

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

PromptIR

https://arxiv.org/abs/2306.13090v1

SSIM

0.913

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

U-WADN

https://arxiv.org/abs/2401.13221v1

Average PSNR

31.47

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

U-WADN

https://arxiv.org/abs/2401.13221v1

SSIM

0.910

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

AirNet

http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html

Average PSNR

31.20

Unified Image Restoration > Blind All-in-One Image Restoration

3-Degradations

AirNet

http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html

SSIM

0.910

Lung Sound Classification

ICBHI Respiratory Sound Database

RDLINet

https://ieeexplore.ieee.org/document/10174701

Accurcay

99.6

Lung Sound Classification

ICBHI Respiratory Sound Database

Lightweight CNN

https://arxiv.org/abs/2009.04402v1

Accurcay

98.7

Lung Sound Classification

ICBHI Respiratory Sound Database

GRU

https://ieeexplore.ieee.org/document/9080747

Accurcay

95.7

Asthmatic Lung Sound Classification

Chest wall lung sound dataset

AsthmaSCELNet

https://www.isca-archive.org/interspeech_2023/roy23_interspeech.html

2-Class Accuracy

98.54

Asthmatic Lung Sound Classification

Chest wall lung sound dataset

AsTFSONN

https://github.com/rsarka34/AsTFSONN

2-Class Accuracy

98.50

Cell Segmentation

DIC-C2DH-HeLa

EncLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.793

Cell Segmentation

DIC-C2DH-HeLa

DecLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.511

Cell Segmentation

MoNuSeg

PromptNu

https://github.com/NucleiDet/PromptNu

Average Dice

0.838

Cell Segmentation

STARE

U-Net

http://arxiv.org/abs/1505.04597v1

AUC

0.7756

Cell Segmentation

Fluo-N2DH-SIM+

EncLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.811

Cell Segmentation

Fluo-N2DH-SIM+

DecLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.802

Cell Segmentation

LIVECell

Cascade Mask RCNN-ResNest-200

https://www.nature.com/articles/s41592-021-01249-6

mask AP

47.9

Cell Segmentation

LIVECell

Cascade Mask RCNN-ResNest-200

https://www.nature.com/articles/s41592-021-01249-6

mask AFNR

45.3

Cell Segmentation

LIVECell

Cascade Mask RCNN-ResNest-200

https://www.nature.com/articles/s41592-021-01249-6

LIVECell Transferability

0.98

Cell Segmentation

LIVECell

Cascade Mask RCNN-ResNest-200

https://www.nature.com/articles/s41592-021-01249-6

LIVECell Extrapolation (A549)

1403

Cell Segmentation

LIVECell

Cascade Mask RCNN-ResNest-200

https://www.nature.com/articles/s41592-021-01249-6

LIVECell Extrapolation (A172)

1328

Cell Segmentation

LIVECell

CenterMask-VoVNet2-FPN

https://www.nature.com/articles/s41592-021-01249-6

mask AP

47.8

Cell Segmentation

LIVECell

CenterMask-VoVNet2-FPN

https://www.nature.com/articles/s41592-021-01249-6

mask AFNR

52.2

Cell Segmentation

LIVECell

CenterMask-VoVNet2-FPN

https://www.nature.com/articles/s41592-021-01249-6

LIVECell Transferability

1.21

Cell Segmentation

LIVECell

CenterMask-VoVNet2-FPN

https://www.nature.com/articles/s41592-021-01249-6

LIVECell Extrapolation (A549)

2031

Cell Segmentation

LIVECell

CenterMask-VoVNet2-FPN

https://www.nature.com/articles/s41592-021-01249-6

LIVECell Extrapolation (A172)

1948

Cell Segmentation

LIVECell

Point2Mask

https://link.springer.com/chapter/10.1007/978-3-031-12053-4_11

mask AP

43.53

Cell Segmentation

Fluo-C3DL-MDA231

Dual U-Net (Neighbor distances)

https://arxiv.org/abs/2004.01486v4

SEG (~Mean IoU)

0.616

Cell Segmentation

CoNSeP

PromptNu

https://github.com/NucleiDet/PromptNu

Average Dice

0.857

Cell Segmentation

Fluo-N2DL-HeLa

Dual U-Net (Neighbor distances)

https://arxiv.org/abs/2004.01486v4

SEG (~Mean IoU)

0.895

Cell Segmentation

Fluo-N2DL-HeLa

DecLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.839

Cell Segmentation

Fluo-N2DL-HeLa

EncLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.811

Cell Segmentation

PanNuke

PromptNu

https://github.com/NucleiDet/PromptNu

Average Dice

0.860

Cell Segmentation

EVICAN

DeepCeNS

https://ieeexplore.ieee.org/abstract/document/9533624

mask AP

52.56

Cell Segmentation

EVICAN

DeepCeNS

https://ieeexplore.ieee.org/abstract/document/9533624

mask AP50

83.40

Cell Segmentation

EVICAN

EVICAN-MRCNN

https://pubmed.ncbi.nlm.nih.gov/32239126/

mask AP

32.20

Cell Segmentation

EVICAN

EVICAN-MRCNN

https://pubmed.ncbi.nlm.nih.gov/32239126/

mask AP50

61.58

Cell Segmentation

PhC-C2DH-U373

EncLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.842

Cell Segmentation

Fluo-N2DH-GOWT1

DecLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.854

Cell Segmentation

Fluo-N2DH-GOWT1

EncLSTM

http://arxiv.org/abs/1805.11247v2

SEG (~Mean IoU)

0.85

Eyeblink detection

HUST-LEBW

Zeng et al.

https://ieeexplore-ieee-org.libproxy1.nus.edu.sg/abstract/document/10207771

Avg. F1

91.345

Eyeblink detection

HUST-LEBW

Hu et al.

https://arxiv.org/abs/1902.07891v3

Avg. F1

61.815

Eyeblink detection

MPEblink

InstBlink

https://arxiv.org/abs/2303.16053v2

Blink-AP50

27.19

3D Human Pose Tracking

Panoptic

TesseTrack

http://www.cs.cmu.edu/~ILIM/projects/IM/TesseTrack/

3DMOTA

94.1