---
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
.
├── experiments/
│   └── <model>/
│       ├── synth-u/
│       │   └── seed{0,1,2}/
│       │       ├── checkpoints/
│       │       │   └── finetune/
│       │       │       └── best.ckpt
│       │       ├── config.template.yaml
│       │       ├── results/
│       │       │   └── expected_seed_metrics.json
│       │       └── summary.json
│       └── synth-m/
│           └── seed{0,1,2}/
│               ├── checkpoints/
│               │   └── finetune/
│               │       └── best.ckpt
│               ├── config.template.yaml
│               ├── results/
│               │   └── expected_seed_metrics.json
│               └── summary.json
├── resources/
│   └── cttp/
│       ├── synth-u/
│       │   ├── clip_model_best.pth
│       │   └── model_configs.yaml
│       └── synth-m/
│           ├── clip_model_best.pth
│           └── model_configs.yaml
├── expected/
│   ├── full_results_synth.csv
│   ├── results_mean_std_synth.csv
│   └── 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