Alternatives and similar repositories for MTBench

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

• liuxu77 / UniTime
  UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)
  ☆110Updated last year
• AdityaLab / lstprompt
  ☆54Updated last year
• VEWOXIC / TGTSF
  Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"
  ☆45Updated 9 months ago
• liaoyuhua / tempo-pytorch
  Reproduction of the paper "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting"
  ☆48Updated 2 years ago
• AdityaLab / Time-MMD
  ☆187Updated last year
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆44Updated 3 years ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆73Updated last year
• langfengQ / TimeMaster
  Official code for paper "TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning"
  ☆59Updated 3 months ago
• archon159 / RAFT
  Retrieval-Augmented Forecasting of Time-series
  ☆44Updated 8 months ago
• BennyTMT / LLMsForTimeSeries
  ☆156Updated 7 months ago
• stanliu96 / RATD
  Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"
  ☆81Updated last year
• TROUBADOUR000 / TimeFilter
  PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)
  ☆91Updated 7 months ago
• panzijie825 / S2IP-LLM
  Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"
  ☆53Updated last year
• AdityaLab / MM-TSFlib
  ☆128Updated 7 months ago
• SJTU-DMTai / Awesome-Large-Models-for-Time-Series
  Papers for LLM and foundation models for time series analytics
  ☆47Updated last year
• usail-hkust / t-PatchGNN
  Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …
  ☆125Updated 2 months ago
• ForestsKing / ChatTime
  PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…
  ☆142Updated 6 months ago
• LiuZH-19 / ESG
  PyTorch implementation of ESG
  ☆96Updated 2 years 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…
  ☆155Updated last year
• zzyy0929 / KDD23-CauSTG
  The appendix and core code of model CauSTG, for accepted paper in KDD 2023.
  ☆12Updated 2 years ago
• imJiawen / Warpformer
  ☆35Updated last year
• LMZZML / PriSTI
  ☆92Updated 2 years ago
• RafaDD / CondTSF
  [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
  ☆20Updated last year
• shangzongjiang / Ada-MSHyper
  ☆78Updated 11 months ago
• Mingyue-Cheng / CrossTimeNet
  ☆22Updated last year
• behavioral-data / TSandLanguage
  ☆46Updated last year
• AdityaLab / MM4TSA
  A professional list on Multi-Modalities For Time Series Analysis (MM4TSA) Papers and Resource.
  ☆74Updated 4 months ago
• gengdd / Awesome-Time-Series-Spatio-Temporal
  Awesome Time-Series and Spatio-Temporal Related
  ☆111Updated 2 years ago
• yxbian23 / aLLM4TS
  [ICML2024] Official repo for paper "Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning"
  ☆83Updated 9 months ago
• djm209 / HSTGODE
  HSTGODE code
  ☆10Updated 2 years ago