Alternatives and similar repositories for MTBench

Users that are interested in MTBench are comparing it to the libraries listed below

• AdityaLab / lstprompt
  ☆55Updated last year
• liuxu77 / UniTime
  UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)
  ☆110Updated last year
• panzijie825 / S2IP-LLM
  Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"
  ☆53Updated last year
• liaoyuhua / tempo-pytorch
  Reproduction of the paper "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting"
  ☆48Updated 2 years ago
• LiuZH-19 / ESG
  PyTorch implementation of ESG
  ☆96Updated 2 years ago
• stanliu96 / RATD
  Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"
  ☆80Updated last year
• AdityaLab / Time-MMD
  ☆184Updated last year
• zzyy0929 / KDD23-CauSTG
  The appendix and core code of model CauSTG, for accepted paper in KDD 2023.
  ☆12Updated 2 years ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆70Updated last year
• VEWOXIC / TGTSF
  Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"
  ☆45Updated 8 months ago
• SJTU-DMTai / Awesome-Large-Models-for-Time-Series
  Papers for LLM and foundation models for time series analytics
  ☆47Updated last year
• behavioral-data / TSandLanguage
  ☆46Updated last year
• mllm-ts / Awesome-Multimodal-LLMs-Time-Series
  A curated list of papers in the intersection of multimodal LLMs and time series analysis. https://mllm-ts.github.io/paper/MLLMTS_Survey.p…
  ☆56Updated 4 months ago
• LMZZML / PriSTI
  ☆92Updated 2 years ago
• Mingyue-Cheng / CrossTimeNet
  ☆22Updated last year
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆44Updated 3 years ago
• geon0325 / TimeCAP
  Source code for the AAAI 2025 paper "TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Mode…
  ☆42Updated 9 months ago
• djm209 / HSTGODE
  HSTGODE code
  ☆10Updated 2 years ago
• BennyTMT / LLMsForTimeSeries
  ☆157Updated 6 months ago
• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆123Updated last month
• AdityaLab / MM-TSFlib
  ☆126Updated 7 months ago
• TROUBADOUR000 / TimeFilter
  PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)
  ☆89Updated 6 months ago
• luodhhh / DeformableTST
  This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS…
  ☆22Updated last year
• imJiawen / Warpformer
  ☆34Updated last year
• AdityaLab / FOIL
  ☆46Updated last year
• ForestsKing / GLAFF
  PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…
  ☆131Updated 6 months ago
• ameliawong1996 / From_News_to_Forecast
  This repository is for the paper entitled: From News to Forecast: Integrating Event Analysis in LLM-based Time Series Forecasting with Re…
  ☆152Updated last year
• yxbian23 / aLLM4TS
  [ICML2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"
  ☆83Updated 9 months ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆88Updated 3 years ago
• RafaDD / CondTSF
  [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
  ☆19Updated last year