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 ⌀
Stock Market Prediction	Astock	Factos Only	https://arxiv.org/abs/2403.02647v1	Precision	63.67
Stock Market Prediction	Astock	RoBERTa WWM Ext (News+Factors)	https://arxiv.org/abs/1907.11692v1	Accuray	62.49
Stock Market Prediction	Astock	RoBERTa WWM Ext (News+Factors)	https://arxiv.org/abs/1907.11692v1	F1-score	62.54
Stock Market Prediction	Astock	RoBERTa WWM Ext (News+Factors)	https://arxiv.org/abs/1907.11692v1	Recall	62.51
Stock Market Prediction	Astock	RoBERTa WWM Ext (News+Factors)	https://arxiv.org/abs/1907.11692v1	Precision	62.59
Stock Market Prediction	Astock	RoBERTa WWM Ext (News)	https://arxiv.org/abs/1907.11692v1	Accuray	61.34
Stock Market Prediction	Astock	RoBERTa WWM Ext (News)	https://arxiv.org/abs/1907.11692v1	F1-score	61.48
Stock Market Prediction	Astock	RoBERTa WWM Ext (News)	https://arxiv.org/abs/1907.11692v1	Recall	61.32
Stock Market Prediction	Astock	RoBERTa WWM Ext (News)	https://arxiv.org/abs/1907.11692v1	Precision	61.97
Stock Market Prediction	Astock	XLNET Chinese	https://arxiv.org/abs/2004.13922v2	Accuray	61.14
Stock Market Prediction	Astock	XLNET Chinese	https://arxiv.org/abs/2004.13922v2	F1-score	61.19
Stock Market Prediction	Astock	XLNET Chinese	https://arxiv.org/abs/2004.13922v2	Recall	61.09
Stock Market Prediction	Astock	XLNET Chinese	https://arxiv.org/abs/2004.13922v2	Precision	61.60
Stock Market Prediction	Astock	ERNIE-SKEP	https://arxiv.org/abs/2005.05635v2	Accuray	60.66
Stock Market Prediction	Astock	ERNIE-SKEP	https://arxiv.org/abs/2005.05635v2	F1-score	60.66
Stock Market Prediction	Astock	ERNIE-SKEP	https://arxiv.org/abs/2005.05635v2	Recall	60.59
Stock Market Prediction	Astock	ERNIE-SKEP	https://arxiv.org/abs/2005.05635v2	Precision	61.85
Stock Market Prediction	Astock	Bert Chinese	https://arxiv.org/abs/1810.04805v2	Accuray	59.11
Stock Market Prediction	Astock	Bert Chinese	https://arxiv.org/abs/1810.04805v2	F1-score	58.99
Stock Market Prediction	Astock	Bert Chinese	https://arxiv.org/abs/1810.04805v2	Recall	59.20
Stock Market Prediction	Astock	Bert Chinese	https://arxiv.org/abs/1810.04805v2	Precision	59.07
Stock Market Prediction	Astock	HAN Stock	http://arxiv.org/abs/1712.02136v3	Accuray	57.35
Stock Market Prediction	Astock	HAN Stock	http://arxiv.org/abs/1712.02136v3	F1-score	56.61
Stock Market Prediction	Astock	HAN Stock	http://arxiv.org/abs/1712.02136v3	Recall	57.20
Stock Market Prediction	Astock	HAN Stock	http://arxiv.org/abs/1712.02136v3	Precision	58.41
Stock Market Prediction	Astock	StockNet	https://aclanthology.org/P18-1183	Accuray	46.72
Stock Market Prediction	Astock	StockNet	https://aclanthology.org/P18-1183	F1-score	44.44
Stock Market Prediction	Astock	StockNet	https://aclanthology.org/P18-1183	Recall	46.68
Stock Market Prediction	Astock	StockNet	https://aclanthology.org/P18-1183	Precision	47.65
Stock Market Prediction	S&P 500	LSTM	https://arxiv.org/abs/2004.10178v2	Average daily returns	0.635%
Stock Market Prediction > Stock Price Prediction	Astock	SRLP	https://arxiv.org/abs/2206.06606v1	1-1	66.89
Stock Market Prediction > Stock Prediction > PAIR TRADING	S&P 500 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Sharpe Ratio	1.84±0.24
Stock Market Prediction > Stock Prediction > PAIR TRADING	S&P 500 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Annual Return	0.5±0.14
Stock Market Prediction > Stock Prediction > PAIR TRADING	S&P 500 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Max Dropdown	-0.09±0.01
Stock Market Prediction > Stock Prediction > PAIR TRADING	S&P 500 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Annual Volatility	0.22±0.04
Stock Market Prediction > Stock Prediction > PAIR TRADING	S&P 500 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Euclidean Distance	0.037±0.01
Stock Market Prediction > Stock Prediction > PAIR TRADING	CSI 300 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Sharpe Ratio	1.91±0.88
Stock Market Prediction > Stock Prediction > PAIR TRADING	CSI 300 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Annual Return	0.68±0.51
Stock Market Prediction > Stock Prediction > PAIR TRADING	CSI 300 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Max Dropdown	-0.14±0.07
Stock Market Prediction > Stock Prediction > PAIR TRADING	CSI 300 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Annual Volatility	0.26±0.09
Stock Market Prediction > Stock Prediction > PAIR TRADING	CSI 300 Pair Trading	Trials	https://arxiv.org/abs/2301.10724v2	Euclidean Distance	0.046±0.02
Stock Market Prediction > Stock Trend Prediction	FI-2010	BL-GAM-RHN-7	https://ieeexplore.ieee.org/document/8932404	F1 (H50)	0.8088
Stock Market Prediction > Stock Trend Prediction	FI-2010	BL-GAM-RHN-7	https://ieeexplore.ieee.org/document/8932404	Accuracy (H50)	0.8202
Link Prediction	FB15k	AutoKGE	https://arxiv.org/abs/1904.11682v3	MRR	0.861
Link Prediction	FB15k	AutoKGE	https://arxiv.org/abs/1904.11682v3	Hits@10	0.914
Link Prediction	FB15k	DistMult (after variational EM)	https://arxiv.org/abs/1907.01068v1	MRR	0.841
Link Prediction	FB15k	DistMult (after variational EM)	https://arxiv.org/abs/1907.01068v1	Hits@10	0.914
Link Prediction	FB15k	QuatE	https://arxiv.org/abs/1904.10281v3	MR	17
Link Prediction	FB15k	QuatE	https://arxiv.org/abs/1904.10281v3	MRR	0.833
Link Prediction	FB15k	QuatE	https://arxiv.org/abs/1904.10281v3	Hits@10	0.900
Link Prediction	FB15k	QuatE	https://arxiv.org/abs/1904.10281v3	Hits@3	0.859
Link Prediction	FB15k	QuatE	https://arxiv.org/abs/1904.10281v3	Hits@1	0.800
Link Prediction	FB15k	SEEK	https://arxiv.org/abs/2005.00856v3	MRR	0.825
Link Prediction	FB15k	SEEK	https://arxiv.org/abs/2005.00856v3	Hits@10	0.886
Link Prediction	FB15k	SEEK	https://arxiv.org/abs/2005.00856v3	Hits@3	0.841
Link Prediction	FB15k	SEEK	https://arxiv.org/abs/2005.00856v3	Hits@1	0.792
Link Prediction	FB15k	MEI-BTD	https://arxiv.org/abs/2006.16365v2	MRR	0.806
Link Prediction	FB15k	MEI-BTD	https://arxiv.org/abs/2006.16365v2	Hits@10	0.893
Link Prediction	FB15k	MEI-BTD	https://arxiv.org/abs/2006.16365v2	Hits@3	0.843
Link Prediction	FB15k	MEI-BTD	https://arxiv.org/abs/2006.16365v2	Hits@1	0.754
Link Prediction	FB15k	pRotatE	http://arxiv.org/abs/1902.10197v1	MR	43
Link Prediction	FB15k	pRotatE	http://arxiv.org/abs/1902.10197v1	MRR	0.799
Link Prediction	FB15k	pRotatE	http://arxiv.org/abs/1902.10197v1	Hits@10	0.884
Link Prediction	FB15k	pRotatE	http://arxiv.org/abs/1902.10197v1	Hits@3	0.829
Link Prediction	FB15k	pRotatE	http://arxiv.org/abs/1902.10197v1	Hits@1	0.750
Link Prediction	FB15k	RotatE	http://arxiv.org/abs/1902.10197v1	MR	40
Link Prediction	FB15k	RotatE	http://arxiv.org/abs/1902.10197v1	MRR	0.797
Link Prediction	FB15k	RotatE	http://arxiv.org/abs/1902.10197v1	Hits@10	0.884
Link Prediction	FB15k	RotatE	http://arxiv.org/abs/1902.10197v1	Hits@3	0.830
Link Prediction	FB15k	RotatE	http://arxiv.org/abs/1902.10197v1	Hits@1	0.746
Link Prediction	FB15k	HHolE	https://arxiv.org/abs/1811.01062v2	MR	21
Link Prediction	FB15k	HHolE	https://arxiv.org/abs/1811.01062v2	MRR	.796
Link Prediction	FB15k	HHolE	https://arxiv.org/abs/1811.01062v2	Hits@10	.901
Link Prediction	FB15k	HHolE	https://arxiv.org/abs/1811.01062v2	Hits@3	.848
Link Prediction	FB15k	HHolE	https://arxiv.org/abs/1811.01062v2	Hits@1	.727
Link Prediction	FB15k	TuckER	https://arxiv.org/abs/1901.09590v2	MRR	0.795
Link Prediction	FB15k	TuckER	https://arxiv.org/abs/1901.09590v2	Hits@10	0.892
Link Prediction	FB15k	TuckER	https://arxiv.org/abs/1901.09590v2	Hits@3	0.833
Link Prediction	FB15k	TuckER	https://arxiv.org/abs/1901.09590v2	Hits@1	0.741
Link Prediction	FB15k	HypER	https://arxiv.org/abs/1808.07018v5	MRR	0.790
Link Prediction	FB15k	HypER	https://arxiv.org/abs/1808.07018v5	Hits@10	0.885
Link Prediction	FB15k	HypER	https://arxiv.org/abs/1808.07018v5	Hits@3	0.829
Link Prediction	FB15k	HypER	https://arxiv.org/abs/1808.07018v5	Hits@1	0.734
Link Prediction	FB15k	ConvR	https://aclanthology.org/N19-1103	MRR	0.782
Link Prediction	FB15k	ConvR	https://aclanthology.org/N19-1103	Hits@10	0.887
Link Prediction	FB15k	ConvR	https://aclanthology.org/N19-1103	Hits@3	0.826
Link Prediction	FB15k	ConvR	https://aclanthology.org/N19-1103	Hits@1	0.720
Link Prediction	FB15k	SimplE	http://arxiv.org/abs/1903.00757v1	MR	74
Link Prediction	FB15k	SimplE	http://arxiv.org/abs/1903.00757v1	MRR	0.779
Link Prediction	FB15k	SimplE	http://arxiv.org/abs/1903.00757v1	Hits@10	0.876
Link Prediction	FB15k	SimplE	http://arxiv.org/abs/1903.00757v1	Hits@3	0.818
Link Prediction	FB15k	SimplE	http://arxiv.org/abs/1903.00757v1	Hits@1	0.721
Link Prediction	FB15k	SimplE	http://arxiv.org/abs/1903.00757v1	training time (s)	2105
Link Prediction	FB15k	ComplEx NSCaching	http://arxiv.org/abs/1812.06410v2	MRR	0.7721
Link Prediction	FB15k	LogicENN	https://arxiv.org/abs/1908.07141v1	MR	112
Link Prediction	FB15k	LogicENN	https://arxiv.org/abs/1908.07141v1	MRR	0.766
Link Prediction	FB15k	LogicENN	https://arxiv.org/abs/1908.07141v1	Hits@10	0.874
Link Prediction	FB15k	JoBi ComplEx	https://arxiv.org/abs/1910.11583v1	MRR	0.761
Link Prediction	FB15k	JoBi ComplEx	https://arxiv.org/abs/1910.11583v1	Hits@10	0.883
Link Prediction	FB15k	JoBi ComplEx	https://arxiv.org/abs/1910.11583v1	Hits@3	0.824

Stock Market Prediction

Astock

Factos Only

https://arxiv.org/abs/2403.02647v1

Precision

63.67

Stock Market Prediction

Astock

RoBERTa WWM Ext (News+Factors)

https://arxiv.org/abs/1907.11692v1

Accuray

62.49

Stock Market Prediction

Astock

RoBERTa WWM Ext (News+Factors)

https://arxiv.org/abs/1907.11692v1

F1-score

62.54

Stock Market Prediction

Astock

RoBERTa WWM Ext (News+Factors)

https://arxiv.org/abs/1907.11692v1

Recall

62.51

Stock Market Prediction

Astock

RoBERTa WWM Ext (News+Factors)

https://arxiv.org/abs/1907.11692v1

Precision

62.59

Stock Market Prediction

Astock

RoBERTa WWM Ext (News)

https://arxiv.org/abs/1907.11692v1

Accuray

61.34

Stock Market Prediction

Astock

RoBERTa WWM Ext (News)

https://arxiv.org/abs/1907.11692v1

F1-score

61.48

Stock Market Prediction

Astock

RoBERTa WWM Ext (News)

https://arxiv.org/abs/1907.11692v1

Recall

61.32

Stock Market Prediction

Astock

RoBERTa WWM Ext (News)

https://arxiv.org/abs/1907.11692v1

Precision

61.97

Stock Market Prediction

Astock

XLNET Chinese

https://arxiv.org/abs/2004.13922v2

Accuray

61.14

Stock Market Prediction

Astock

XLNET Chinese

https://arxiv.org/abs/2004.13922v2

F1-score

61.19

Stock Market Prediction

Astock

XLNET Chinese

https://arxiv.org/abs/2004.13922v2

Recall

61.09

Stock Market Prediction

Astock

XLNET Chinese

https://arxiv.org/abs/2004.13922v2

Precision

61.60

Stock Market Prediction

Astock

ERNIE-SKEP

https://arxiv.org/abs/2005.05635v2

Accuray

60.66

Stock Market Prediction

Astock

ERNIE-SKEP

https://arxiv.org/abs/2005.05635v2

F1-score

60.66

Stock Market Prediction

Astock

ERNIE-SKEP

https://arxiv.org/abs/2005.05635v2

Recall

60.59

Stock Market Prediction

Astock

ERNIE-SKEP

https://arxiv.org/abs/2005.05635v2

Precision

61.85

Stock Market Prediction

Astock

Bert Chinese

https://arxiv.org/abs/1810.04805v2

Accuray

59.11

Stock Market Prediction

Astock

Bert Chinese

https://arxiv.org/abs/1810.04805v2

F1-score

58.99

Stock Market Prediction

Astock

Bert Chinese

https://arxiv.org/abs/1810.04805v2

Recall

59.20

Stock Market Prediction

Astock

Bert Chinese

https://arxiv.org/abs/1810.04805v2

Precision

59.07

Stock Market Prediction

Astock

HAN Stock

http://arxiv.org/abs/1712.02136v3

Accuray

57.35

Stock Market Prediction

Astock

HAN Stock

http://arxiv.org/abs/1712.02136v3

F1-score

56.61

Stock Market Prediction

Astock

HAN Stock

http://arxiv.org/abs/1712.02136v3

Recall

57.20

Stock Market Prediction

Astock

HAN Stock

http://arxiv.org/abs/1712.02136v3

Precision

58.41

Stock Market Prediction

Astock

StockNet

https://aclanthology.org/P18-1183

Accuray

46.72

Stock Market Prediction

Astock

StockNet

https://aclanthology.org/P18-1183

F1-score

44.44

Stock Market Prediction

Astock

StockNet

https://aclanthology.org/P18-1183

Recall

46.68

Stock Market Prediction

Astock

StockNet

https://aclanthology.org/P18-1183

Precision

47.65

Stock Market Prediction

S&P 500

LSTM

https://arxiv.org/abs/2004.10178v2

Average daily returns

0.635%

Stock Market Prediction > Stock Price Prediction

Astock

SRLP

https://arxiv.org/abs/2206.06606v1

1-1

66.89

Stock Market Prediction > Stock Prediction > PAIR TRADING

S&P 500 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Sharpe Ratio

1.84±0.24

Stock Market Prediction > Stock Prediction > PAIR TRADING

S&P 500 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Annual Return

0.5±0.14

Stock Market Prediction > Stock Prediction > PAIR TRADING

S&P 500 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Max Dropdown

-0.09±0.01

Stock Market Prediction > Stock Prediction > PAIR TRADING

S&P 500 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Annual Volatility

0.22±0.04

Stock Market Prediction > Stock Prediction > PAIR TRADING

S&P 500 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Euclidean Distance

0.037±0.01

Stock Market Prediction > Stock Prediction > PAIR TRADING

CSI 300 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Sharpe Ratio

1.91±0.88

Stock Market Prediction > Stock Prediction > PAIR TRADING

CSI 300 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Annual Return

0.68±0.51

Stock Market Prediction > Stock Prediction > PAIR TRADING

CSI 300 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Max Dropdown

-0.14±0.07

Stock Market Prediction > Stock Prediction > PAIR TRADING

CSI 300 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Annual Volatility

0.26±0.09

Stock Market Prediction > Stock Prediction > PAIR TRADING

CSI 300 Pair Trading

Trials

https://arxiv.org/abs/2301.10724v2

Euclidean Distance

0.046±0.02

Stock Market Prediction > Stock Trend Prediction

FI-2010

BL-GAM-RHN-7

https://ieeexplore.ieee.org/document/8932404

F1 (H50)

0.8088

Stock Market Prediction > Stock Trend Prediction

FI-2010

BL-GAM-RHN-7

https://ieeexplore.ieee.org/document/8932404

Accuracy (H50)

0.8202

Link Prediction

FB15k

AutoKGE

https://arxiv.org/abs/1904.11682v3

MRR

0.861

Link Prediction

FB15k

AutoKGE

https://arxiv.org/abs/1904.11682v3

Hits@10

0.914

Link Prediction

FB15k

DistMult (after variational EM)

https://arxiv.org/abs/1907.01068v1

MRR

0.841

Link Prediction

FB15k

DistMult (after variational EM)

https://arxiv.org/abs/1907.01068v1

Hits@10

0.914

Link Prediction

FB15k

QuatE

https://arxiv.org/abs/1904.10281v3

MR

17

Link Prediction

FB15k

QuatE

https://arxiv.org/abs/1904.10281v3

MRR

0.833

Link Prediction

FB15k

QuatE

https://arxiv.org/abs/1904.10281v3

Hits@10

0.900

Link Prediction

FB15k

QuatE

https://arxiv.org/abs/1904.10281v3

Hits@3

0.859

Link Prediction

FB15k

QuatE

https://arxiv.org/abs/1904.10281v3

Hits@1

0.800

Link Prediction

FB15k

SEEK

https://arxiv.org/abs/2005.00856v3

MRR

0.825

Link Prediction

FB15k

SEEK

https://arxiv.org/abs/2005.00856v3

Hits@10

0.886

Link Prediction

FB15k

SEEK

https://arxiv.org/abs/2005.00856v3

Hits@3

0.841

Link Prediction

FB15k

SEEK

https://arxiv.org/abs/2005.00856v3

Hits@1

0.792

Link Prediction

FB15k

MEI-BTD

https://arxiv.org/abs/2006.16365v2

MRR

0.806

Link Prediction

FB15k

MEI-BTD

https://arxiv.org/abs/2006.16365v2

Hits@10

0.893

Link Prediction

FB15k

MEI-BTD

https://arxiv.org/abs/2006.16365v2

Hits@3

0.843

Link Prediction

FB15k

MEI-BTD

https://arxiv.org/abs/2006.16365v2

Hits@1

0.754

Link Prediction

FB15k

pRotatE