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 ⌀
Video Anomaly Detection	HR-Avenue	COSKAD-hyperbolic	https://arxiv.org/abs/2301.09489v5	AUC	87.3
Video Anomaly Detection	HR-Avenue	BiPOCO	https://arxiv.org/abs/2207.02281v1	AUC	87.0
Video Anomaly Detection	HR-Avenue	MPED-RNN	http://arxiv.org/abs/1903.03295v2	AUC	86.3
Video Anomaly Detection	HR-Avenue	Pred	http://arxiv.org/abs/1712.09867v3	AUC	86.2
Video Anomaly Detection	HR-Avenue	Conv-AE	http://arxiv.org/abs/1604.04574v1	AUC	84.8
Video Anomaly Detection	HR-Avenue	COSKAD-radial	https://arxiv.org/abs/2301.09489v5	AUC	82.2
Video Anomaly Detection	HR-Avenue	GEPC	https://arxiv.org/abs/1912.11850v2	AUC	58.1
Video Anomaly Detection	Street Scene	PGM	https://arxiv.org/abs/2407.06000v2	AUC	72.7
Video Anomaly Detection	Street Scene	PGM	https://arxiv.org/abs/2407.06000v2	RBDC	30.65
Video Anomaly Detection	Street Scene	PGM	https://arxiv.org/abs/2407.06000v2	TBDC	66.03
Video Anomaly Detection	ShanghaiTech Campus	PoseWatch-H	https://arxiv.org/abs/2408.15185v1	AUC	85.75
Video Anomaly Detection	ShanghaiTech Campus	TSGAD	https://arxiv.org/abs/2406.15395v1	AUC	80.6
Video Anomaly Detection	ShanghaiTech Campus	VADMamba	https://arxiv.org/abs/2503.21169v1	AUC	77.0%
Video Anomaly Detection	ShanghaiTech Campus	HF2-VAD	https://arxiv.org/abs/2108.06852v1	AUC	76.2
Video Anomaly Detection	CHUK Avenue	MULDE-object-centric-micro	https://arxiv.org/abs/2403.14497v1	AUC	94.3%
Video Anomaly Detection	UCF-Crime	MULDE-frame-centric-micro-one-class-classification	https://arxiv.org/abs/2403.14497v1	AUC	78.5%
Video Anomaly Detection	ShanghaiTech	MULDE-object-centric-micro	https://arxiv.org/abs/2403.14497v1	AUC	86.7%
Video Anomaly Detection	ShanghaiTech	AnomalyRuler	https://arxiv.org/abs/2407.10299v2	AUC	85.2%
Video Anomaly Detection	ShanghaiTech	VideoPatchCore	https://arxiv.org/abs/2409.16225v5	AUC	85.1%
Video Anomaly Detection	ShanghaiTech	MULDE-frame-centric-micro	https://arxiv.org/abs/2403.14497v1	AUC	81.3%
Video Anomaly Detection	ShanghaiTech	TSGAD	https://arxiv.org/abs/2406.15395v1	AUC	80.6%
Video Anomaly Detection	ShanghaiTech	AnyAnomaly	https://arxiv.org/abs/2503.04504v1	AUC	79.7%
Video Anomaly Detection	ShanghaiTech	PGM	https://arxiv.org/abs/2407.06000v2	AUC	61.28%
Video Anomaly Detection	ShanghaiTech	PGM	https://arxiv.org/abs/2407.06000v2	RBDC	45.4
Video Anomaly Detection	ShanghaiTech	PGM	https://arxiv.org/abs/2407.06000v2	TBDC	81.87
Video Anomaly Detection	CUHK Avenue	VideoPatchCore	https://arxiv.org/abs/2409.16225v5	AUC	92.8%
Video Anomaly Detection	CUHK Avenue	PGM	https://arxiv.org/abs/2407.06000v2	AUC	92.72%
Video Anomaly Detection	CUHK Avenue	PGM	https://arxiv.org/abs/2407.06000v2	RBDC	60.18
Video Anomaly Detection	CUHK Avenue	PGM	https://arxiv.org/abs/2407.06000v2	TBDC	72.09
Video Anomaly Detection	CUHK Avenue	VADMamba	https://arxiv.org/abs/2503.21169v1	AUC	91.5%
Video Anomaly Detection	CUHK Avenue	MAMA	https://ieeexplore.ieee.org/document/10462109	AUC	91.2%
Video Anomaly Detection	CUHK Avenue	HF2-VAD	https://arxiv.org/abs/2108.06852v1	AUC	91.1%
Video Anomaly Detection	CUHK Avenue	AnomalyRuler	https://arxiv.org/abs/2407.10299v2	AUC	89.7%
Video Anomaly Detection	CUHK Avenue	AnyAnomaly	https://arxiv.org/abs/2503.04504v1	AUC	87.3%
Video Anomaly Detection	UCSD Ped2	MULDE-object-centric-micro	https://arxiv.org/abs/2403.14497v1	AUC	99.7%
Video Anomaly Detection	UCSD Ped2	VADMamba	https://arxiv.org/abs/2503.21169v1	AUC	98.5%
Video Anomaly Detection	UCSD Ped2	AnomalyRuler	https://arxiv.org/abs/2407.10299v2	AUC	97.9%
Video Anomaly Detection	UBnormal	AnyAnomaly	https://arxiv.org/abs/2503.04504v1	AUC	74.5%
Video Anomaly Detection	UBnormal	MULDE-frame-centric-micro-one-class-classification	https://arxiv.org/abs/2403.14497v1	AUC	72.8%
Video Anomaly Detection	UBnormal	AnomalyRuler	https://arxiv.org/abs/2407.10299v2	AUC	71.9%
Video Anomaly Detection	UBnormal	TrajREC	https://arxiv.org/abs/2311.01851v1	AUC	68%
Video Anomaly Detection	HR-UBnormal	MoCoDAD	https://arxiv.org/abs/2307.07205v3	AUC	68.4
Video Anomaly Detection	HR-UBnormal	TrajREC	https://arxiv.org/abs/2311.01851v1	AUC	68.2
Video Anomaly Detection	HR-UBnormal	COSKAD-hyperbolic	https://arxiv.org/abs/2301.09489v5	AUC	65.5
Video Anomaly Detection	HR-UBnormal	COSKAD-euclidean	https://arxiv.org/abs/2301.09489v5	AUC	65.2
Video Anomaly Detection	HR-UBnormal	COSKAD-radial	https://arxiv.org/abs/2301.09489v5	AUC	63.4
Video Anomaly Detection	HR-UBnormal	MPED-RNN	http://arxiv.org/abs/1903.03295v2	AUC	61.2
Video Anomaly Detection	HR-UBnormal	GEPC	https://arxiv.org/abs/1912.11850v2	AUC	55.2
Video Anomaly Detection	HR-UBnormal	BiPOCO	https://arxiv.org/abs/2207.02281v1	AUC	52.3
Video Anomaly Detection	CHAD	PoseWatch-H	https://arxiv.org/abs/2408.15185v1	AUC	67.04
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	DDRO (SSALA)	https://ieeexplore.ieee.org/document/11036561	AUC-ROC	76.51
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	DDRO	https://ieeexplore.ieee.org/document/11036561	AUC-ROC	70.91
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	OCC-WS	https://arxiv.org/abs/2401.13551v2	AUC-ROC	67.42
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	RTFM	https://arxiv.org/abs/2101.10030v3	AUC-ROC	66.83
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	MIST	https://arxiv.org/abs/2104.01633v1	AUC-ROC	65.32
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	STPrompt	https://arxiv.org/abs/2408.05905v2	AUC-ROC	63.98
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	OPVAD	https://arxiv.org/abs/2311.07042v3	AUC-ROC	62.94
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	VadCLIP	https://arxiv.org/abs/2308.11681v3	AUC-ROC	62.32
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	AR-Net	https://arxiv.org/abs/2104.07268v1	AUC-ROC	62.30
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	DMU	https://arxiv.org/abs/2302.05160v1	AUC-ROC	59.91
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	UBnormal	MIL-Rank	http://arxiv.org/abs/1801.04264v3	AUC-ROC	54.12
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	DDRO	https://ieeexplore.ieee.org/document/11036561	AUC-ROC	97.91
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	DDRO	https://ieeexplore.ieee.org/document/11036561	FAR-Normal	0.04
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	DDRO (SSALA)	https://ieeexplore.ieee.org/document/11036561	AUC-ROC	97.86
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	DDRO (SSALA)	https://ieeexplore.ieee.org/document/11036561	FAR-Normal	0.03
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	STPrompt	https://arxiv.org/abs/2408.05905v2	AUC-ROC	97.81
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	CLAV-CoMo	http://openaccess.thecvf.com//content/CVPR2023/html/Cho_Look_Around_for_Anomalies_Weakly-Supervised_Anomaly_Detection_via_Context-Motion_Relational_CVPR_2023_paper.html	AUC-ROC	97.59
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	DMU	https://arxiv.org/abs/2302.05160v1	AUC-ROC	97.57
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	RTFM-BERT	https://arxiv.org/abs/2210.06688v2	AUC-ROC	97.54
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	VadCLIP	https://arxiv.org/abs/2308.11681v3	AUC-ROC	97.49
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	S3R	https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136730727.pdf	AUC-ROC	97.48
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	RTFM	https://arxiv.org/abs/2101.10030v3	AUC-ROC	97.21
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	RTFM	https://arxiv.org/abs/2101.10030v3	FAR-Normal	1.06
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	OPVAD	https://arxiv.org/abs/2311.07042v3	AUC-ROC	96.98
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	UML	https://arxiv.org/abs/2303.12369v1	AUC-ROC	96.78
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	OCC-WS	https://arxiv.org/abs/2401.13551v2	AUC-ROC	96.33
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	BN-SVP	https://arxiv.org/abs/2203.12840v1	AUC-ROC	96.00
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	MIST	https://arxiv.org/abs/2104.01633v1	AUC-ROC	94.83
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	MIST	https://arxiv.org/abs/2104.01633v1	FAR-Normal	0.05
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	AR-Net	https://arxiv.org/abs/2104.07268v1	AUC-ROC	91.24
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	AR-Net	https://arxiv.org/abs/2104.07268v1	FAR-Normal	0.10
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	MIL-Rank	http://arxiv.org/abs/1801.04264v3	AUC-ROC	85.33
Video Anomaly Detection > Weakly-supervised Video Anomaly Detection	ShanghaiTech Weakly Supervised	MIL-Rank	http://arxiv.org/abs/1801.04264v3	FAR-Normal	0.15
Unified Image Restoration	GoPro	DA-RCOT	https://arxiv.org/abs/2411.01656v1	Average PSNR (dB)	28.68
Unified Image Restoration	Rain100L	DA-RCOT	https://arxiv.org/abs/2411.01656v1	Average PSNR (dB)	38.36
Unified Image Restoration	LOL	DA-RCOT	https://arxiv.org/abs/2411.01656v1	Average PSNR (dB)	23.25
Unified Image Restoration	RESIDE	DA-RCOT	https://arxiv.org/abs/2411.01656v1	Average PSNR (dB)	31.26
Unified Image Restoration	BSD68 sigma25	DA-RCOT	https://arxiv.org/abs/2411.01656v1	Average PSNR (dB)	31.23
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	ABAIR	https://arxiv.org/abs/2411.18412v1	Average PSNR	31.25
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	ABAIR	https://arxiv.org/abs/2411.18412v1	SSIM	0.921
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	MoCE-IR	https://arxiv.org/abs/2411.18466v1	Average PSNR	30.58
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	MoCE-IR	https://arxiv.org/abs/2411.18466v1	SSIM	0.919
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	DA-RCOT	https://arxiv.org/abs/2411.01656v1	Average PSNR	30.40
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	DA-RCOT	https://arxiv.org/abs/2411.01656v1	SSIM	0.911
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	DA-RCOT	https://arxiv.org/abs/2411.01656v1	LPIPS	0.064
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	HAIR	https://arxiv.org/abs/2408.08091v4	Average PSNR	30.37
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	HAIR	https://arxiv.org/abs/2408.08091v4	SSIM	0.914
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	DaAIR	https://arxiv.org/abs/2405.15475v2	Average PSNR	30.24
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	DaAIR	https://arxiv.org/abs/2405.15475v2	SSIM	0.910
Unified Image Restoration > Blind All-in-One Image Restoration	5-Degradations	AdaIR	https://arxiv.org/abs/2403.14614v1	Average PSNR	30.20

Video Anomaly Detection

HR-Avenue

COSKAD-hyperbolic

https://arxiv.org/abs/2301.09489v5

AUC

87.3

Video Anomaly Detection

HR-Avenue

BiPOCO

https://arxiv.org/abs/2207.02281v1

AUC

87.0

Video Anomaly Detection

HR-Avenue

MPED-RNN

http://arxiv.org/abs/1903.03295v2

AUC

86.3

Video Anomaly Detection

HR-Avenue

Pred

http://arxiv.org/abs/1712.09867v3

AUC

86.2

Video Anomaly Detection

HR-Avenue

Conv-AE

http://arxiv.org/abs/1604.04574v1

AUC

84.8

Video Anomaly Detection

HR-Avenue

COSKAD-radial

https://arxiv.org/abs/2301.09489v5

AUC

82.2

Video Anomaly Detection

HR-Avenue

GEPC

https://arxiv.org/abs/1912.11850v2

AUC

58.1

Video Anomaly Detection

Street Scene

PGM

https://arxiv.org/abs/2407.06000v2

AUC

72.7

Video Anomaly Detection

Street Scene

PGM

https://arxiv.org/abs/2407.06000v2

RBDC

30.65

Video Anomaly Detection

Street Scene

PGM

https://arxiv.org/abs/2407.06000v2

TBDC

66.03

Video Anomaly Detection

ShanghaiTech Campus

PoseWatch-H

https://arxiv.org/abs/2408.15185v1

AUC

85.75

Video Anomaly Detection

ShanghaiTech Campus

TSGAD

https://arxiv.org/abs/2406.15395v1

AUC

80.6

Video Anomaly Detection

ShanghaiTech Campus

VADMamba

https://arxiv.org/abs/2503.21169v1

AUC

77.0%

Video Anomaly Detection

ShanghaiTech Campus

HF2-VAD

https://arxiv.org/abs/2108.06852v1

AUC

76.2

Video Anomaly Detection

CHUK Avenue

MULDE-object-centric-micro

https://arxiv.org/abs/2403.14497v1

AUC

94.3%

Video Anomaly Detection

UCF-Crime

MULDE-frame-centric-micro-one-class-classification

https://arxiv.org/abs/2403.14497v1

AUC

78.5%

Video Anomaly Detection

ShanghaiTech

MULDE-object-centric-micro

https://arxiv.org/abs/2403.14497v1

AUC

86.7%

Video Anomaly Detection

ShanghaiTech

AnomalyRuler

https://arxiv.org/abs/2407.10299v2

AUC

85.2%

Video Anomaly Detection

ShanghaiTech

VideoPatchCore

https://arxiv.org/abs/2409.16225v5

AUC

85.1%

Video Anomaly Detection

ShanghaiTech

MULDE-frame-centric-micro

https://arxiv.org/abs/2403.14497v1

AUC

81.3%

Video Anomaly Detection

ShanghaiTech

TSGAD

https://arxiv.org/abs/2406.15395v1

AUC

80.6%

Video Anomaly Detection

ShanghaiTech

AnyAnomaly

https://arxiv.org/abs/2503.04504v1

AUC

79.7%

Video Anomaly Detection

ShanghaiTech

PGM

https://arxiv.org/abs/2407.06000v2

AUC

61.28%

Video Anomaly Detection

ShanghaiTech

PGM

https://arxiv.org/abs/2407.06000v2

RBDC

45.4

Video Anomaly Detection

ShanghaiTech

PGM

https://arxiv.org/abs/2407.06000v2

TBDC

81.87

Video Anomaly Detection

CUHK Avenue

VideoPatchCore

https://arxiv.org/abs/2409.16225v5

AUC

92.8%

Video Anomaly Detection

CUHK Avenue

PGM

https://arxiv.org/abs/2407.06000v2

AUC

92.72%

Video Anomaly Detection

CUHK Avenue

PGM

https://arxiv.org/abs/2407.06000v2

RBDC

60.18

Video Anomaly Detection

CUHK Avenue

PGM

https://arxiv.org/abs/2407.06000v2

TBDC

72.09

Video Anomaly Detection

CUHK Avenue

VADMamba

https://arxiv.org/abs/2503.21169v1

AUC

91.5%

Video Anomaly Detection

CUHK Avenue

MAMA

https://ieeexplore.ieee.org/document/10462109

AUC

91.2%

Video Anomaly Detection

CUHK Avenue

HF2-VAD

https://arxiv.org/abs/2108.06852v1

AUC

91.1%

Video Anomaly Detection

CUHK Avenue

AnomalyRuler

https://arxiv.org/abs/2407.10299v2

AUC

89.7%

Video Anomaly Detection

CUHK Avenue

AnyAnomaly

https://arxiv.org/abs/2503.04504v1

AUC

87.3%

Video Anomaly Detection

UCSD Ped2

MULDE-object-centric-micro

https://arxiv.org/abs/2403.14497v1

AUC

99.7%

Video Anomaly Detection

UCSD Ped2

VADMamba

https://arxiv.org/abs/2503.21169v1

AUC

98.5%

Video Anomaly Detection

UCSD Ped2

AnomalyRuler

https://arxiv.org/abs/2407.10299v2

AUC

97.9%

Video Anomaly Detection

UBnormal

AnyAnomaly

https://arxiv.org/abs/2503.04504v1

AUC

74.5%

Video Anomaly Detection

UBnormal

MULDE-frame-centric-micro-one-class-classification

https://arxiv.org/abs/2403.14497v1

AUC

72.8%

Video Anomaly Detection

UBnormal

AnomalyRuler

https://arxiv.org/abs/2407.10299v2

AUC

71.9%

Video Anomaly Detection

UBnormal

TrajREC

https://arxiv.org/abs/2311.01851v1

AUC

68%

Video Anomaly Detection

HR-UBnormal

MoCoDAD

https://arxiv.org/abs/2307.07205v3

AUC

68.4

Video Anomaly Detection

HR-UBnormal

TrajREC

https://arxiv.org/abs/2311.01851v1

AUC

68.2

Video Anomaly Detection

HR-UBnormal

COSKAD-hyperbolic

https://arxiv.org/abs/2301.09489v5

AUC

65.5

Video Anomaly Detection

HR-UBnormal

COSKAD-euclidean

https://arxiv.org/abs/2301.09489v5

AUC

65.2

Video Anomaly Detection

HR-UBnormal

COSKAD-radial

https://arxiv.org/abs/2301.09489v5

AUC

63.4

Video Anomaly Detection

HR-UBnormal

MPED-RNN

http://arxiv.org/abs/1903.03295v2

AUC

61.2

Video Anomaly Detection

HR-UBnormal

GEPC

https://arxiv.org/abs/1912.11850v2

AUC

55.2

Video Anomaly Detection

HR-UBnormal

BiPOCO

https://arxiv.org/abs/2207.02281v1

AUC

52.3

Video Anomaly Detection

CHAD

PoseWatch-H

https://arxiv.org/abs/2408.15185v1

AUC

67.04