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 ⌀
Anomaly Classification	GoodsAD	PatchCore-1%	https://arxiv.org/abs/2106.08265v2	AUPR	83.3
Anomaly Classification	GoodsAD	SimpleNet	https://arxiv.org/abs/2303.15140v2	AUROC	75.3
Anomaly Classification	GoodsAD	SimpleNet	https://arxiv.org/abs/2303.15140v2	AUPR	78.7
Anomaly Classification	GoodsAD	CFLOW-AD	https://arxiv.org/abs/2107.12571v1	AUROC	71.2
Anomaly Classification	GoodsAD	CFLOW-AD	https://arxiv.org/abs/2107.12571v1	AUPR	75.3
Anomaly Classification	GoodsAD	NSA	https://arxiv.org/abs/2109.15222v3	AUROC	67.3
Anomaly Classification	GoodsAD	NSA	https://arxiv.org/abs/2109.15222v3	AUPR	71.8
Anomaly Classification	GoodsAD	DRAEM	https://arxiv.org/abs/2108.07610v2	AUROC	65.9
Anomaly Classification	GoodsAD	DRAEM	https://arxiv.org/abs/2108.07610v2	AUPR	71
Anomaly Classification	GoodsAD	SPADE	https://arxiv.org/abs/2005.02357v3	AUROC	64.1
Anomaly Classification	GoodsAD	SPADE	https://arxiv.org/abs/2005.02357v3	AUPR	68.7
Anomaly Classification	GoodsAD	RD4AD	https://arxiv.org/abs/2201.10703v2	AUROC	66.5
Anomaly Classification	GoodsAD	RD4AD	https://arxiv.org/abs/2201.10703v2	AUPR	68.2
Anomaly Classification	GoodsAD	f-AnoGAN	https://www.sciencedirect.com/science/article/abs/pii/S1361841518302640	AUROC	62.8
Anomaly Classification	GoodsAD	f-AnoGAN	https://www.sciencedirect.com/science/article/abs/pii/S1361841518302640	AUPR	66.6
Anomaly Classification	GoodsAD	CutPaste	https://arxiv.org/abs/2104.04015v1	AUROC	60.2
Anomaly Classification	GoodsAD	CutPaste	https://arxiv.org/abs/2104.04015v1	AUPR	62.8
Anomaly Classification	GoodsAD	MiniMaxAD-fr	https://arxiv.org/abs/2405.09933v3	AUROC	86.1
Anomaly Classification > Anomaly Severity Classification (Anomaly vs. Defect)	MVTec-AC	VELM	https://arxiv.org/abs/2505.02626v1	Accuracy (% )	89.8
Patient Phenotyping	HiRID	LGBM ( + hand crafted features)	https://arxiv.org/abs/2111.08536v4	Balanced Accuracy	45.8±2.0
Patient Phenotyping	HiRID	Transformer	https://arxiv.org/abs/2111.08536v4	Balanced Accuracy	42.7±1.4
Patient Phenotyping	HiRID	TCN	https://arxiv.org/abs/2111.08536v4	Balanced Accuracy	41.6±2.3
Patient Phenotyping	HiRID	LGBM	https://arxiv.org/abs/2111.08536v4	Balanced Accuracy	40.4±0.8
Patient Phenotyping	HiRID	LSTM	https://arxiv.org/abs/2111.08536v4	Balanced Accuracy	39.5±1.2
Patient Phenotyping	HiRID	GRU	https://arxiv.org/abs/2111.08536v4	Balanced Accuracy	39.2±2.1
Patient Phenotyping	HiRID	Logistic Regression	https://arxiv.org/abs/2111.08536v4	Balanced Accuracy	39.1±0.0
Reinforcement Learning (Atari Games)	Seaquest - OpenAI Gym	BanditDQN	https://arxiv.org/abs/2507.00030v1	Average Return	87 ± 45
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	Total Score	0.5446
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	Venue	Close-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	Aesthetics	0.4460
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	Motion	0.4160
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	FaceSim	0.4010
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	GmeScore	0.6620
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	NexusScore	0.4592
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Kling 1.6	https://arxiv.org/abs/2411.17440v3	NaturalScore	0.7906
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	Total Score	0.5287
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	Venue	Open-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	Aesthetics	0.4721
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	Motion	0.1502
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	FaceSim	0.5509
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	GmeScore	0.6727
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	NexusScore	0.4420
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-14B	https://arxiv.org/abs/2503.07598v1	NaturalScore	0.7278
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	Total Score	0.5232
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	Venue	Open-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	Aesthetics	0.4639
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	Motion	0.3342
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	FaceSim	0.5148
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	GmeScore	0.7065
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	NexusScore	0.3743
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-14B	https://arxiv.org/abs/2502.11079v1	NaturalScore	0.6866
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	Total Score	0.5071
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	Venue	Open-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	Aesthetics	0.4667
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	Motion	0.1429
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	FaceSim	0.4855
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	GmeScore	0.6942
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	NexusScore	0.4244
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Phantom-Wan-1.3B	https://arxiv.org/abs/2502.11079v1	NaturalScore	0.7026
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	Total Score	0.4961
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	Venue	Open-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	Aesthetics	0.3940
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	Motion	0.2560
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	FaceSim	0.4595
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	GmeScore	0.6454
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	NexusScore	0.4377
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	SkyReels-A2-Wan2.1-14B-Preview	https://arxiv.org/abs/2504.02436v1	NaturalScore	0.6722
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	Total Score	0.4888
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	Venue	Close-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	Aesthetics	0.4687
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	Motion	0.2470
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	FaceSim	0.3080
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	GmeScore	0.6921
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	NexusScore	0.4541
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Pika 2.1	https://arxiv.org/abs/2411.17440v3	NaturalScore	0.6979
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	Total Score	0.4793
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	Venue	Open-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	Aesthetics	0.4502
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	Motion	0.2181
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	FaceSim	0.3083
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	GmeScore	0.7047
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	NexusScore	0.4304
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	MAGREF-480P	https://arxiv.org/abs/2505.23742v1	NaturalScore	0.6949
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	Total Score	0.4759
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	Venue	Close-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	Aesthetics	0.4147
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	Motion	0.1352
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	FaceSim	0.3511
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	GmeScore	0.6757
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	NexusScore	0.4355
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Vidu 2.0	https://arxiv.org/abs/2411.17440v3	NaturalScore	0.7144
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	Total Score	0.4553
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	Venue	Open-Source
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	Aesthetics	0.4824
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	Motion	0.1883
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	FaceSim	0.2058
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	GmeScore	0.7126
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	NexusScore	0.3795
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B	https://arxiv.org/abs/2503.07598v1	NaturalScore	0.7178
Image to Video Generation > Open-Domain Subject-to-Video	OpenS2V-Eval	Wan2.1-VACE-1.3B-Preview	https://arxiv.org/abs/2503.07598v1	Total Score	0.4395

Anomaly Classification

GoodsAD

PatchCore-1%

https://arxiv.org/abs/2106.08265v2

AUPR

83.3

Anomaly Classification

GoodsAD

SimpleNet

https://arxiv.org/abs/2303.15140v2

AUROC

75.3

Anomaly Classification

GoodsAD

SimpleNet

https://arxiv.org/abs/2303.15140v2

AUPR

78.7

Anomaly Classification

GoodsAD

CFLOW-AD

https://arxiv.org/abs/2107.12571v1

AUROC

71.2

Anomaly Classification

GoodsAD

CFLOW-AD

https://arxiv.org/abs/2107.12571v1

AUPR

75.3

Anomaly Classification

GoodsAD

NSA

https://arxiv.org/abs/2109.15222v3

AUROC

67.3

Anomaly Classification

GoodsAD

NSA

https://arxiv.org/abs/2109.15222v3

AUPR

71.8

Anomaly Classification

GoodsAD

DRAEM

https://arxiv.org/abs/2108.07610v2

AUROC

65.9

Anomaly Classification

GoodsAD

DRAEM

https://arxiv.org/abs/2108.07610v2

AUPR

71

Anomaly Classification

GoodsAD

SPADE

https://arxiv.org/abs/2005.02357v3

AUROC

64.1

Anomaly Classification

GoodsAD

SPADE

https://arxiv.org/abs/2005.02357v3

AUPR

68.7

Anomaly Classification

GoodsAD

RD4AD

https://arxiv.org/abs/2201.10703v2

AUROC

66.5

Anomaly Classification

GoodsAD

RD4AD

https://arxiv.org/abs/2201.10703v2

AUPR

68.2

Anomaly Classification

GoodsAD

f-AnoGAN

https://www.sciencedirect.com/science/article/abs/pii/S1361841518302640

AUROC

62.8

Anomaly Classification

GoodsAD

f-AnoGAN

https://www.sciencedirect.com/science/article/abs/pii/S1361841518302640

AUPR

66.6

Anomaly Classification

GoodsAD

CutPaste

https://arxiv.org/abs/2104.04015v1

AUROC

60.2

Anomaly Classification

GoodsAD

CutPaste

https://arxiv.org/abs/2104.04015v1

AUPR

62.8

Anomaly Classification

GoodsAD

MiniMaxAD-fr

https://arxiv.org/abs/2405.09933v3

AUROC

86.1

Anomaly Classification > Anomaly Severity Classification (Anomaly vs. Defect)

MVTec-AC

VELM

https://arxiv.org/abs/2505.02626v1

Accuracy (% )

89.8

Patient Phenotyping

HiRID

LGBM ( + hand crafted features)

https://arxiv.org/abs/2111.08536v4

Balanced Accuracy

45.8±2.0

Patient Phenotyping

HiRID

Transformer

https://arxiv.org/abs/2111.08536v4

Balanced Accuracy

42.7±1.4

Patient Phenotyping

HiRID

TCN

https://arxiv.org/abs/2111.08536v4

Balanced Accuracy

41.6±2.3

Patient Phenotyping

HiRID

LGBM

https://arxiv.org/abs/2111.08536v4

Balanced Accuracy

40.4±0.8

Patient Phenotyping

HiRID

LSTM

https://arxiv.org/abs/2111.08536v4

Balanced Accuracy

39.5±1.2

Patient Phenotyping

HiRID

GRU

https://arxiv.org/abs/2111.08536v4

Balanced Accuracy

39.2±2.1

Patient Phenotyping

HiRID

Logistic Regression

https://arxiv.org/abs/2111.08536v4

Balanced Accuracy

39.1±0.0

Reinforcement Learning (Atari Games)

Seaquest - OpenAI Gym

BanditDQN

https://arxiv.org/abs/2507.00030v1

Average Return

87 ± 45