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Stock Trading Simulation on AStock Out-of-distribution Backtesting (Jan 2021 - Nov 2021)

-15.85Max DrawdownXIN9
-16.482776-12.211538-7.9403-3.669062Jun 14, 2022Sep 27, 2022Jan 10, 2023Apr 25, 2023Aug 8, 2023Nov 21, 2023Mar 5, 2024

Evaluation results

MethodLinks
XIN9type=Market Index2022.06-15.85-0.1538-32.01
CSI300type=Market Index2022.06-14.4-0.0934-32.99
StockNet2022.06-7.4-0.2242-177.65
HAN Stock2022.06-7.38-0.135-55.84
ROBERTa WWM Ext2022.06-3.830.0135-16.31
Self-supervised SRLPmasking_target=V, include_factors=true2022.06-3.60.138540.93
XIN92024.03-0.267-0.1836-0.6253
CSI3002024.03-0.1819-0.0965-0.3653
Chinese-PERT-large + Factors2024.03-0.04170.11261.9621
Self-supervised SRLP + Factors2024.03-0.03660.26383.76
SRL & SDPG + Factors2024.03-0.03060.57767.4043