SOTA Leaderboard

In Progress

Published results from peer-reviewed papers. Compare methods across datasets.

Leaderboard Coming Soon

We're collecting and verifying SOTA results from published papers across all datasets. Contribute your results to help build the community benchmark.

Submit Results via PR

How to Submit Results

1 Fork & Create File

Fork the repo, create a JSON file at src/content/sota/{dataset-id}.json

2 Fill in Results

Method name, paper, venue, year, accuracy (%). Code URL optional but encouraged.

3 Submit PR

Submit Pull Request to dev branch. We'll review and merge.

View JSON Template

src/content/sota/ccpd-2019.json

{
  "dataset_id": "ccpd-2019",
  "metric": "sequence_accuracy",
  "metric_label": "Sequence Accuracy (%)",
  "results": [
    {
      "method": "Your Method",
      "paper": "Paper Title",
      "venue": "ECCV 2025",
      "year": 2025,
      "accuracy": 95.5,
      "params_m": 12.3,
      "code_url": "https://github.com/...",
      "notes": "Optional note"
    }
  ]
}