Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
time-series
time-series-decomposition
benchmark
component-recovery
symbolic-regression
icml-2026
License:
File size: 3,355 Bytes
17b7ba4 3b377aa ff178de 3b377aa 17b7ba4 866aff9 17b7ba4 3b377aa 17b7ba4 3b377aa 17b7ba4 fd181b0 17b7ba4 2f7ab42 17b7ba4 63098ad 910431f 3b377aa 910431f 17b7ba4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 | {
"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."
}
}
|