metadata/dataset_schema.json

{
  "artifact_type": "repository-style Hugging Face dataset release",
  "primary_tables": {
    "paper_tables": {
      "path": "data/paper_tables",
      "description": "Exact CSV versions of the camera-ready main-text and appendix tables.",
      "paper_core_raw": "data/paper_tables/paper_core_50draw_leaderboard.csv",
      "paper_core_by_tier": "data/paper_tables/paper_core_50draw_by_tier.csv",
      "table2_display": "data/paper_tables/global_performance_summary.csv",
      "table_provenance": "metadata/paper_table_provenance.md",
      "table2_aggregation": "Tier-balanced over valid metric values: stationary columns are the equal-weight average of Tier 1 and Tier 2 means; non-stationary columns are Tier 3 means. Seasonal metrics are undefined for the trend-only scenario, so metric-specific valid-row counts are provided.",
      "recommended_for_citation_checks": true
    },
    "paper_figures": {
      "path": "data/paper_figures",
      "description": "Selected camera-ready figure assets used by the leaderboard Space to keep the web view aligned with the paper."
    },
    "synthetic_full22_extension": {
      "raw": "data/synthetic_full22_extension/results/merged/leaderboard_full22_raw.csv",
      "summary_dir": "data/synthetic_full22_extension/results/summary",
      "description": "Benchmark-only 6-scenario, 50-draw synthetic extension with a 22-method roster."
    },
    "real_proxy22": {
      "raw": "data/real_proxy22/results/summary/latest_round_raw_proxy_metrics.csv",
      "summary_dir": "data/real_proxy22/results/summary",
      "description": "Real-data proxy diagnostics, not exact component-recovery labels."
    },
    "semisynth_transfer": {
      "raw": "data/semisynth_transfer/results/merged/semisynth22_raw.csv",
      "summary_dir": "data/semisynth_transfer/results/summary",
      "description": "Benchmark-only 22-method semi-synthetic transfer results over real monthly backgrounds; ranking_paper_5metric_overall.csv is the extension ranking source and large downloaded source archives are excluded."
    },
    "post_rebuttal_second_expansion": {
      "real_physics_track_b": "data/post_rebuttal_second_expansion/real_physics_track_b",
      "real_proxy_track_c": "data/post_rebuttal_second_expansion/real_proxy_track_c",
      "description": "Post-rebuttal second expansion containing mechanism-aware real-data checks and a six-dataset real proxy/stability panel."
    },
    "site_data": {
      "path": "site_data/v1.0.0",
      "metric_definitions": "site_data/v1.0.0/evaluation_metrics.json",
      "description": "Lightweight leaderboard data files regenerated from the current paper-aligned outputs."
    }
  },
  "source_snapshot": {
    "path": "code/TSDecompose/src",
    "import_name": "tsdecomp",
    "package_path": "code/TSDecompose/src/tsdecomp",
    "paper_benchmark_entrypoint": "code/TSDecompose/scripts/run_paper_benchmark.py",
    "paper_benchmark_default": {
      "suite": "core",
      "scenarios": 6,
      "draws_per_scenario": 50,
      "generated_series": 300,
      "length": 512,
      "dt": 1.0,
      "methods": [
        "ma_baseline",
        "stl",
        "ssa",
        "emd",
        "vmd",
        "wavelet"
      ]
    },
    "packaging_note": "Included for repository inspection and local benchmark execution, not published as a PyPI package release."
  }
}