README.md

---
license: apache-2.0        # 或 mit, cc-by-4.0 等
task_categories:
- time-series-forecasting  # 这是让系统识别为时间序列任务的关键
tags:                      # 自定义标签
- time-series
- forecasting
- benchmark
pretty_name: TIME
language:
- en
---

# **TIME**

We present TIME, a task-centric benchmark comprising 50 fresh datasets and 98 forecasting tasks, where configurations are aligned with real-world operational requirements. By archiving window-level prediction results, our benchmark enables pattern-level evaluation and visualization. This repository contains the ready-to-use Hugging Face dataset for running experiments.

[🏆Leaderboard](https://huggingface.co/spaces/Real-TSF/TIME-leaderboard)

[📂Processed csv](https://huggingface.co/datasets/Real-TSF/TIME-ProcessedCSV) (Optional: For reference or custom pipelines only)

[📊Reuslts & tsfeatures](https://huggingface.co/datasets/Real-TSF/TIME-Output) (Optional: Leaderboard data, not required for experiments)