Recommendation of new methods.

[bitorangej]

Hi, I recently read a few papers and corresponding codes when studying time series anomaly detection. I think it is worth adding to the TSB-AD repository. Thanks.

1. CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching

• paper
• code

2. DualTF：Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection

• paper
• code

3. TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis

• paper
• code

[qhliu26]

Hi! Thank you for the recommendation! We will incorporate those methods in the near future. Meanwhile, feel free to commit your own algorithms or algorithms of interest in our repo (https://github.com/TheDatumOrg/TSB-AD?tab=readme-ov-file#-customized-development) we will update the leaderboard as well.

[Pengyu-Li-2002]

Hello, may I know if you have an expected task completion time for the advancement of the above - mentioned work?