Stock Trend Prediction on Astock

Metric: Accuray (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Accuray▼	Extra Data	Paper	Date↕	Code
1	SRL&SDPG&Factors	75.4	No	FinReport: Explainable Stock Earnings Forecastin...	2024-03-05	Code
2	SDPG&Factors	73.12	No	FinReport: Explainable Stock Earnings Forecastin...	2024-03-05	Code
3	SRL&Factors	69.48	No	FinReport: Explainable Stock Earnings Forecastin...	2024-03-05	Code
4	Chinese Pert Large (News+Factors)	67.37	No	PERT: Pre-training BERT with Permuted Language M...	2022-03-14	Code
5	SRL	66.89	No	Astock: A New Dataset and Automated Stock Tradin...	2022-06-14	Code
6	Chinese Lert Large (News+Factors)	66.36	No	LERT: A Linguistically-motivated Pre-trained Lan...	2022-11-10	Code
7	SRL&SDPG	66.1	No	FinReport: Explainable Stock Earnings Forecastin...	2024-03-05	Code
8	Chinese Pert Large (News)	65.09	No	PERT: Pre-training BERT with Permuted Language M...	2022-03-14	Code
9	Chinese Lert Large (News)	64.37	No	LERT: A Linguistically-motivated Pre-trained Lan...	2022-11-10	Code
10	Factos Only	63.74	No	FinReport: Explainable Stock Earnings Forecastin...	2024-03-05	Code
11	RoBERTa WWM Ext (News+Factors)	62.49	No	RoBERTa: A Robustly Optimized BERT Pretraining A...	2019-07-26	Code
12	RoBERTa WWM Ext (News)	61.34	No	RoBERTa: A Robustly Optimized BERT Pretraining A...	2019-07-26	Code
13	XLNET Chinese	61.14	No	Revisiting Pre-Trained Models for Chinese Natura...	2020-04-29	Code
14	ERNIE-SKEP	60.66	No	SKEP: Sentiment Knowledge Enhanced Pre-training ...	2020-05-12	Code
15	Bert Chinese	59.11	No	BERT: Pre-training of Deep Bidirectional Transfo...	2018-10-11	Code
16	HAN Stock	57.35	No	Listening to Chaotic Whispers: A Deep Learning F...	2017-12-06	Code
17	StockNet	46.72	No	-	-	Code