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---
license: mit
language:
- en
tags:
- time-series
- benchmark
- conditional-generation
datasets:
- mldi-lab/ConTSG-Bench-Datasets
---

# ConTSG-Bench Checkpoints (Public Subset)

This repository hosts the official public checkpoint release for **ConTSG-Bench**.

## Release Scope

The current public release includes checkpoints and reproducibility assets for:

- `synth-u`
- `synth-m`

Checkpoints for other benchmark datasets are **not** publicly released at this stage.

## Repository Structure

```text
.
β”œβ”€β”€ experiments/
β”‚   └── <model>/
β”‚       β”œβ”€β”€ synth-u/
β”‚       β”‚   └── seed{0,1,2}/
β”‚       β”‚       β”œβ”€β”€ checkpoints/
β”‚       β”‚       β”‚   └── finetune/
β”‚       β”‚       β”‚       └── best.ckpt
β”‚       β”‚       β”œβ”€β”€ config.template.yaml
β”‚       β”‚       β”œβ”€β”€ results/
β”‚       β”‚       β”‚   └── expected_seed_metrics.json
β”‚       β”‚       └── summary.json
β”‚       └── synth-m/
β”‚           └── seed{0,1,2}/
β”‚               β”œβ”€β”€ checkpoints/
β”‚               β”‚   └── finetune/
β”‚               β”‚       └── best.ckpt
β”‚               β”œβ”€β”€ config.template.yaml
β”‚               β”œβ”€β”€ results/
β”‚               β”‚   └── expected_seed_metrics.json
β”‚               └── summary.json
β”œβ”€β”€ resources/
β”‚   └── cttp/
β”‚       β”œβ”€β”€ synth-u/
β”‚       β”‚   β”œβ”€β”€ clip_model_best.pth
β”‚       β”‚   └── model_configs.yaml
β”‚       └── synth-m/
β”‚           β”œβ”€β”€ clip_model_best.pth
β”‚           └── model_configs.yaml
β”œβ”€β”€ expected/
β”‚   β”œβ”€β”€ full_results_synth.csv
β”‚   β”œβ”€β”€ results_mean_std_synth.csv
β”‚   └── seed_metrics_nested.json
└── manifests/
    └── release_manifest_public.json
```

## Reproducibility Notes

- This release is designed to support leaderboard reproducibility for the public subset.
- Some config templates contain placeholders (for example `${LONGCLIP_ROOT}`) that should be set to your local dependency path before running.

## Related Links

- Dataset repository: https://huggingface.co/datasets/mldi-lab/ConTSG-Bench-Datasets
- Main project repository: https://github.com/seqml/ConTSG-Bench
- Leaderboard Space: https://huggingface.co/spaces/mldi-lab/ConTSG-Bench-Leaderboard