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 ⌀
Medical Code Prediction	MIMIC-IV ICD-10	CNN	https://arxiv.org/abs/2304.10909v1	Precision@15	45.7
Medical Code Prediction	MIMIC-IV ICD-10	CNN	https://arxiv.org/abs/2304.10909v1	R-Prec	47.3
Medical Code Prediction	MIMIC-IV ICD-10	CNN	https://arxiv.org/abs/2304.10909v1	mAP	48.2
Medical Code Prediction	MIMIC-IV ICD-10	CNN	https://arxiv.org/abs/2304.10909v1	AUC Micro	97.5
Medical Code Prediction	MIMIC-IV ICD-10	CNN	https://arxiv.org/abs/2304.10909v1	AUC Macro	87.9
Medical Code Prediction	MIMIC-IV-ICD-10-full	MSMN	https://arxiv.org/abs/2304.13998v1	Macro-AUC	97.07
Medical Code Prediction	MIMIC-IV-ICD-10-full	MSMN	https://arxiv.org/abs/2304.13998v1	Micro-AUC	99.61
Medical Code Prediction	MIMIC-IV-ICD-10-full	MSMN	https://arxiv.org/abs/2304.13998v1	Macro-F1	5.42
Medical Code Prediction	MIMIC-IV-ICD-10-full	MSMN	https://arxiv.org/abs/2304.13998v1	Micro-F1	55.91
Medical Code Prediction	MIMIC-IV-ICD-10-full	MSMN	https://arxiv.org/abs/2304.13998v1	Precision@8	67.66
Medical Code Prediction	MIMIC-IV-ICD-10-full	Joint LAAT	https://arxiv.org/abs/2304.13998v1	Macro-AUC	93.64
Medical Code Prediction	MIMIC-IV-ICD-10-full	Joint LAAT	https://arxiv.org/abs/2304.13998v1	Micro-AUC	99.27
Medical Code Prediction	MIMIC-IV-ICD-10-full	Joint LAAT	https://arxiv.org/abs/2304.13998v1	Macro-F1	5.71
Medical Code Prediction	MIMIC-IV-ICD-10-full	Joint LAAT	https://arxiv.org/abs/2304.13998v1	Micro-F1	55.89
Medical Code Prediction	MIMIC-IV-ICD-10-full	Joint LAAT	https://arxiv.org/abs/2304.13998v1	Precision@8	66.89
Medical Code Prediction	MIMIC-IV-ICD-10-full	LAAT	https://arxiv.org/abs/2304.13998v1	Macro-AUC	92.96
Medical Code Prediction	MIMIC-IV-ICD-10-full	LAAT	https://arxiv.org/abs/2304.13998v1	Micro-AUC	99.14
Medical Code Prediction	MIMIC-IV-ICD-10-full	LAAT	https://arxiv.org/abs/2304.13998v1	Macro-F1	4.47
Medical Code Prediction	MIMIC-IV-ICD-10-full	LAAT	https://arxiv.org/abs/2304.13998v1	Micro-F1	55.40
Medical Code Prediction	MIMIC-IV-ICD-10-full	LAAT	https://arxiv.org/abs/2304.13998v1	Precision@8	66,97
Medical Code Prediction	MIMIC-IV-ICD-10-full	PLM	https://arxiv.org/abs/2304.13998v1	Macro-AUC	91.85
Medical Code Prediction	MIMIC-IV-ICD-10-full	PLM	https://arxiv.org/abs/2304.13998v1	Micro-AUC	99.02
Medical Code Prediction	MIMIC-IV-ICD-10-full	PLM	https://arxiv.org/abs/2304.13998v1	Macro-F1	4.90
Medical Code Prediction	MIMIC-IV-ICD-10-full	PLM	https://arxiv.org/abs/2304.13998v1	Micro-F1	56.95
Medical Code Prediction	MIMIC-IV-ICD-10-full	PLM	https://arxiv.org/abs/2304.13998v1	Precision@8	69.47
Medical Code Prediction	MIMIC-IV-ICD-10-full	CAML	https://arxiv.org/abs/2304.13998v1	Macro-AUC	89.91
Medical Code Prediction	MIMIC-IV-ICD-10-full	CAML	https://arxiv.org/abs/2304.13998v1	Micro-AUC	98.79
Medical Code Prediction	MIMIC-IV-ICD-10-full	CAML	https://arxiv.org/abs/2304.13998v1	Macro-F1	4.07
Medical Code Prediction	MIMIC-IV-ICD-10-full	CAML	https://arxiv.org/abs/2304.13998v1	Micro-F1	52.67
Medical Code Prediction	MIMIC-IV-ICD-10-full	CAML	https://arxiv.org/abs/2304.13998v1	Precision@8	64.43
Medical Code Prediction	MIMIC-IV-ICD9-top50	MSMN	https://arxiv.org/abs/2304.13998v1	F1 Micro	75.78
Medical Code Prediction	MIMIC-IV-ICD9-top50	MSMN	https://arxiv.org/abs/2304.13998v1	AUC Macro	95.13
Medical Code Prediction	MIMIC-IV-ICD9-top50	MSMN	https://arxiv.org/abs/2304.13998v1	AUC Micro	96.46
Medical Code Prediction	MIMIC-IV-ICD9-top50	MSMN	https://arxiv.org/abs/2304.13998v1	F1 Macro	71.85
Medical Code Prediction	MIMIC-IV-ICD9-top50	MSMN	https://arxiv.org/abs/2304.13998v1	Precision @5	62.60
Medical Code Prediction	MIMIC-IV-ICD9-top50	PLM-ICD	https://arxiv.org/abs/2304.13998v1	F1 Micro	75.46
Medical Code Prediction	MIMIC-IV-ICD9-top50	PLM-ICD	https://arxiv.org/abs/2304.13998v1	AUC Macro	94.97
Medical Code Prediction	MIMIC-IV-ICD9-top50	PLM-ICD	https://arxiv.org/abs/2304.13998v1	AUC Micro	96.41
Medical Code Prediction	MIMIC-IV-ICD9-top50	PLM-ICD	https://arxiv.org/abs/2304.13998v1	F1 Macro	71.35
Medical Code Prediction	MIMIC-IV-ICD9-top50	PLM-ICD	https://arxiv.org/abs/2304.13998v1	Precision @5	62.44
Medical Code Prediction	MIMIC-IV-ICD9-top50	Joint LAAT	https://arxiv.org/abs/2304.13998v1	F1 Micro	74.33
Medical Code Prediction	MIMIC-IV-ICD9-top50	Joint LAAT	https://arxiv.org/abs/2304.13998v1	AUC Macro	94.92
Medical Code Prediction	MIMIC-IV-ICD9-top50	Joint LAAT	https://arxiv.org/abs/2304.13998v1	AUC Micro	96.31
Medical Code Prediction	MIMIC-IV-ICD9-top50	Joint LAAT	https://arxiv.org/abs/2304.13998v1	F1 Macro	69.93
Medical Code Prediction	MIMIC-IV-ICD9-top50	Joint LAAT	https://arxiv.org/abs/2304.13998v1	Precision @5	61.95
Medical Code Prediction	MIMIC-IV-ICD9-top50	LAAT	https://arxiv.org/abs/2304.13998v1	F1 Micro	74.46
Medical Code Prediction	MIMIC-IV-ICD9-top50	LAAT	https://arxiv.org/abs/2304.13998v1	AUC Macro	94.88
Medical Code Prediction	MIMIC-IV-ICD9-top50	LAAT	https://arxiv.org/abs/2304.13998v1	AUC Micro	96.29
Medical Code Prediction	MIMIC-IV-ICD9-top50	LAAT	https://arxiv.org/abs/2304.13998v1	F1 Macro	69.99
Medical Code Prediction	MIMIC-IV-ICD9-top50	LAAT	https://arxiv.org/abs/2304.13998v1	Precision @5	62.01
Medical Code Prediction	MIMIC-IV-ICD9-top50	CAML	https://arxiv.org/abs/2304.13998v1	F1 Micro	69.23
Medical Code Prediction	MIMIC-IV-ICD9-top50	CAML	https://arxiv.org/abs/2304.13998v1	AUC Macro	93.07
Medical Code Prediction	MIMIC-IV-ICD9-top50	CAML	https://arxiv.org/abs/2304.13998v1	AUC Micro	94.05
Medical Code Prediction	MIMIC-IV-ICD9-top50	CAML	https://arxiv.org/abs/2304.13998v1	F1 Macro	65.33
Medical Code Prediction	MIMIC-IV-ICD9-top50	CAML	https://arxiv.org/abs/2304.13998v1	Precision @5	58.64
Physical Attribute Prediction	Sound of Water 50	PouringNet	https://arxiv.org/abs/2411.11222v2	Mean Squared Error	0.60
Stock Market Prediction	stocknet	HOT	https://arxiv.org/abs/2412.10540v1	F1	0.72
Stock Market Prediction	stocknet	MAN-SF	https://aclanthology.org/2020.emnlp-main.676	F1	0.605
Stock Market Prediction	stocknet	StockNet	https://aclanthology.org/P18-1183	F1	0.575
Stock Market Prediction	stocknet	Adversarial LSTM	null	F1	0.570
Stock Market Prediction	stocknet	HATS	null	F1	0.560
Stock Market Prediction	Astock	SRL&SDPG&Factors	https://arxiv.org/abs/2403.02647v1	Accuray	75.40
Stock Market Prediction	Astock	SRL&SDPG&Factors	https://arxiv.org/abs/2403.02647v1	F1-score	75.12
Stock Market Prediction	Astock	SRL&SDPG&Factors	https://arxiv.org/abs/2403.02647v1	Recall	75.23
Stock Market Prediction	Astock	SRL&SDPG&Factors	https://arxiv.org/abs/2403.02647v1	Precision	75.42
Stock Market Prediction	Astock	SDPG&Factors	https://arxiv.org/abs/2403.02647v1	Accuray	73.12
Stock Market Prediction	Astock	SDPG&Factors	https://arxiv.org/abs/2403.02647v1	F1-score	72.97
Stock Market Prediction	Astock	SDPG&Factors	https://arxiv.org/abs/2403.02647v1	Recall	72.96
Stock Market Prediction	Astock	SDPG&Factors	https://arxiv.org/abs/2403.02647v1	Precision	73.04
Stock Market Prediction	Astock	SRL&Factors	https://arxiv.org/abs/2403.02647v1	Accuray	69.48
Stock Market Prediction	Astock	SRL&Factors	https://arxiv.org/abs/2403.02647v1	F1-score	69.28
Stock Market Prediction	Astock	SRL&Factors	https://arxiv.org/abs/2403.02647v1	Recall	69.41
Stock Market Prediction	Astock	SRL&Factors	https://arxiv.org/abs/2403.02647v1	Precision	69.54
Stock Market Prediction	Astock	Chinese Pert Large (News+Factors)	https://arxiv.org/abs/2203.06906v1	Accuray	67.37
Stock Market Prediction	Astock	Chinese Pert Large (News+Factors)	https://arxiv.org/abs/2203.06906v1	F1-score	67.27
Stock Market Prediction	Astock	Chinese Pert Large (News+Factors)	https://arxiv.org/abs/2203.06906v1	Recall	67.73
Stock Market Prediction	Astock	Chinese Pert Large (News+Factors)	https://arxiv.org/abs/2203.06906v1	Precision	67.28
Stock Market Prediction	Astock	SRL	https://arxiv.org/abs/2206.06606v1	Accuray	66.89
Stock Market Prediction	Astock	SRL	https://arxiv.org/abs/2206.06606v1	F1-score	66.92
Stock Market Prediction	Astock	SRL	https://arxiv.org/abs/2206.06606v1	Recall	66.95
Stock Market Prediction	Astock	SRL	https://arxiv.org/abs/2206.06606v1	Precision	66.92
Stock Market Prediction	Astock	Chinese Lert Large (News+Factors)	https://arxiv.org/abs/2211.05344v1	Accuray	66.36
Stock Market Prediction	Astock	Chinese Lert Large (News+Factors)	https://arxiv.org/abs/2211.05344v1	F1-score	66.16
Stock Market Prediction	Astock	Chinese Lert Large (News+Factors)	https://arxiv.org/abs/2211.05344v1	Recall	66.69
Stock Market Prediction	Astock	Chinese Lert Large (News+Factors)	https://arxiv.org/abs/2211.05344v1	Precision	66.40
Stock Market Prediction	Astock	SRL&SDPG	https://arxiv.org/abs/2403.02647v1	Accuray	66.10
Stock Market Prediction	Astock	SRL&SDPG	https://arxiv.org/abs/2403.02647v1	F1-score	66.01
Stock Market Prediction	Astock	SRL&SDPG	https://arxiv.org/abs/2403.02647v1	Recall	66.09
Stock Market Prediction	Astock	SRL&SDPG	https://arxiv.org/abs/2403.02647v1	Precision	66.04
Stock Market Prediction	Astock	Chinese Pert Large (News)	https://arxiv.org/abs/2203.06906v1	Accuray	65.09
Stock Market Prediction	Astock	Chinese Pert Large (News)	https://arxiv.org/abs/2203.06906v1	F1-score	65.03
Stock Market Prediction	Astock	Chinese Pert Large (News)	https://arxiv.org/abs/2203.06906v1	Recall	65.07
Stock Market Prediction	Astock	Chinese Pert Large (News)	https://arxiv.org/abs/2203.06906v1	Precision	65.02
Stock Market Prediction	Astock	Chinese Lert Large (News)	https://arxiv.org/abs/2211.05344v1	Accuray	64.37
Stock Market Prediction	Astock	Chinese Lert Large (News)	https://arxiv.org/abs/2211.05344v1	F1-score	64.30
Stock Market Prediction	Astock	Chinese Lert Large (News)	https://arxiv.org/abs/2211.05344v1	Recall	64.31
Stock Market Prediction	Astock	Chinese Lert Large (News)	https://arxiv.org/abs/2211.05344v1	Precision	64.34
Stock Market Prediction	Astock	Factos Only	https://arxiv.org/abs/2403.02647v1	Accuray	63.74
Stock Market Prediction	Astock	Factos Only	https://arxiv.org/abs/2403.02647v1	F1-score	63.66
Stock Market Prediction	Astock	Factos Only	https://arxiv.org/abs/2403.02647v1	Recall	63.71

Medical Code Prediction

MIMIC-IV ICD-10

CNN

https://arxiv.org/abs/2304.10909v1

Precision@15

45.7

Medical Code Prediction

MIMIC-IV ICD-10

CNN

https://arxiv.org/abs/2304.10909v1

R-Prec

47.3

Medical Code Prediction

MIMIC-IV ICD-10

CNN

https://arxiv.org/abs/2304.10909v1

mAP

48.2

Medical Code Prediction

MIMIC-IV ICD-10

CNN

https://arxiv.org/abs/2304.10909v1

AUC Micro

97.5

Medical Code Prediction

MIMIC-IV ICD-10

CNN

https://arxiv.org/abs/2304.10909v1

AUC Macro

87.9

Medical Code Prediction

MIMIC-IV-ICD-10-full

MSMN