Upload completed distance final bundle from 2026-05-20 refresh
Browse files- distance_final/README.md +10 -0
- distance_final/distance_dataset_model_metrics.csv +0 -0
- distance_final/distance_final_manifest.json +16 -0
- distance_final/distance_summary.md +10 -0
- distance_final/distance_summary__all_datasets.csv +0 -0
- distance_final/distance_summary_report.compile_note.txt +1 -0
- distance_final/distance_summary_report.tex +599 -0
- distance_final/manifest.json +20 -0
distance_final/README.md
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# distance final outputs
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This directory stores the paper-facing final bundle for statistical distance evaluation.
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Main files:
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- `distance_dataset_model_metrics.csv`
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- `distance_summary_report.tex`
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- `distance_summary_report.pdf`
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- `distance_summary_report.png`
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distance_final/distance_dataset_model_metrics.csv
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distance_final/distance_final_manifest.json
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{
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"task": "distance",
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"run_tag": "20260520_server_main_distance_fixed",
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"run_dir": "/data/jialinzhang/TabQueryBench/code_snapshot/Evaluation/distance/runs/20260520_server_main_distance_fixed",
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"final_dir": "/data/jialinzhang/TabQueryBench/code_snapshot/Evaluation/distance/final",
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"provenance_contract_version": "evaluation_source_provenance_v1",
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"real_reference_split": "train",
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"real_source_kind": "reference_split_csv",
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"dataset_model_metrics_csv": "/data/jialinzhang/TabQueryBench/code_snapshot/Evaluation/distance/final/distance_dataset_model_metrics.csv",
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"summary_note": "/data/jialinzhang/TabQueryBench/code_snapshot/Evaluation/distance/final/distance_summary.md",
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"report_tex": "/data/jialinzhang/TabQueryBench/code_snapshot/Evaluation/distance/final/distance_summary_report.tex",
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"report_pdf": null,
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"report_png": null,
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"report_compile_log": null,
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"row_count": 561
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}
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distance_final/distance_summary.md
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# Distance Final Bundle
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- run_tag: `20260520_server_main_distance_fixed`
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- dataset_count: `51`
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- raw_asset_count: `510`
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- real_reference_split: `train`
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- standardized_grid_rows: `561`
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- covered_rows: `509`
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- missing_rows: `52`
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- standardized model grid: `arf, bayesnet, ctgan, forestdiffusion, realtabformer, tabbyflow, tabddpm, tabdiff, tabpfgen, tabsyn, tvae`
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distance_final/distance_summary__all_datasets.csv
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distance_final/distance_summary_report.compile_note.txt
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No LaTeX engine found. Install tectonic/pdflatex or pass --latex-engine.
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distance_final/distance_summary_report.tex
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| 1 |
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\documentclass[10pt]{article}
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| 2 |
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\usepackage[margin=0.62in]{geometry}
|
| 3 |
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\usepackage{array}
|
| 4 |
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\usepackage{booktabs}
|
| 5 |
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\usepackage{longtable}
|
| 6 |
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\usepackage[T1]{fontenc}
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| 7 |
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\usepackage{lmodern}
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| 8 |
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\setlength{\LTleft}{0pt}
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| 9 |
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\setlength{\LTright}{0pt}
|
| 10 |
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\renewcommand{\arraystretch}{1.08}
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| 11 |
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\setlength{\tabcolsep}{4.4pt}
|
| 12 |
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\begin{document}
|
| 13 |
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\thispagestyle{empty}
|
| 14 |
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\noindent\textbf{Distance Evaluation Final Report}\\[0.25em]
|
| 15 |
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\noindent\footnotesize Standardized dataset-model grid for statistical distance and fidelity metrics.\\[0.75em]
|
| 16 |
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\noindent\footnotesize run\_tag=20260520\_server\_main\_distance\_fixed\\
|
| 17 |
+
\noindent\footnotesize dataset\_count=51\\
|
| 18 |
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\noindent\footnotesize raw\_asset\_count=510\\
|
| 19 |
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\noindent\footnotesize standardized\_grid\_rows=561\\
|
| 20 |
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\vspace{0.5em}
|
| 21 |
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\section*{Dataset-Model Distance Metrics}
|
| 22 |
+
\small
|
| 23 |
+
\begin{longtable}{@{}>{\raggedright\arraybackslash}p{2.7cm}>{\raggedright\arraybackslash}p{1.55cm}>{\raggedright\arraybackslash}p{1.55cm}>{\raggedright\arraybackslash}p{1.55cm}>{\raggedright\arraybackslash}p{1.55cm}>{\raggedright\arraybackslash}p{1.55cm}>{\raggedright\arraybackslash}p{1.55cm}>{\raggedright\arraybackslash}p{1.55cm}@{}}
|
| 24 |
+
\toprule
|
| 25 |
+
Dataset & Model & Coverage & Overall & JSD & KSD & TVD & Wasserstein \\
|
| 26 |
+
\midrule
|
| 27 |
+
\endfirsthead
|
| 28 |
+
\toprule
|
| 29 |
+
Dataset & Model & Coverage & Overall & JSD & KSD & TVD & Wasserstein \\
|
| 30 |
+
\midrule
|
| 31 |
+
\endhead
|
| 32 |
+
\bottomrule
|
| 33 |
+
\endfoot
|
| 34 |
+
c2 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 35 |
+
c2 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 36 |
+
c2 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 37 |
+
c2 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 38 |
+
c2 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 39 |
+
c2 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 40 |
+
c2 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 41 |
+
c2 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 42 |
+
c2 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 43 |
+
c2 & tabsyn & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 44 |
+
c2 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 45 |
+
c3 & arf & ok & 0.717936 & 0.324222 & -- & 0.239906 & -- \\
|
| 46 |
+
c3 & bayesnet & ok & 0.703926 & 0.337869 & -- & 0.254279 & -- \\
|
| 47 |
+
c3 & ctgan & ok & 0.700044 & 0.340405 & -- & 0.259506 & -- \\
|
| 48 |
+
c3 & forestdiffusion & ok & 0.288869 & 0.709862 & -- & 0.7124 & -- \\
|
| 49 |
+
c3 & realtabformer & ok & 0.382207 & 0.60995 & -- & 0.625637 & -- \\
|
| 50 |
+
c3 & tabbyflow & ok & 0.317103 & 0.681618 & -- & 0.684176 & -- \\
|
| 51 |
+
c3 & tabddpm & ok & 0.330765 & 0.66932 & -- & 0.669149 & -- \\
|
| 52 |
+
c3 & tabdiff & ok & 0.321648 & 0.677493 & -- & 0.679211 & -- \\
|
| 53 |
+
c3 & tabpfgen & ok & 0.587153 & 0.449631 & -- & 0.376062 & -- \\
|
| 54 |
+
c3 & tabsyn & ok & 0.323574 & 0.676515 & -- & 0.676336 & -- \\
|
| 55 |
+
c3 & tvae & ok & 0.354402 & 0.642038 & -- & 0.649157 & -- \\
|
| 56 |
+
c4 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 57 |
+
c4 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 58 |
+
c4 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 59 |
+
c4 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 60 |
+
c4 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 61 |
+
c4 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 62 |
+
c4 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 63 |
+
c4 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 64 |
+
c4 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 65 |
+
c4 & tabsyn & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 66 |
+
c4 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 67 |
+
c5 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 68 |
+
c5 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 69 |
+
c5 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 70 |
+
c5 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 71 |
+
c5 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 72 |
+
c5 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 73 |
+
c5 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 74 |
+
c5 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 75 |
+
c5 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 76 |
+
c5 & tabsyn & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 77 |
+
c5 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 78 |
+
c6 & arf & ok & 0.963615 & 0.073527 & 0.032434 & 0.029675 & 0.009902 \\
|
| 79 |
+
c6 & bayesnet & ok & 0.957993 & 0.073537 & 0.050987 & 0.029439 & 0.014063 \\
|
| 80 |
+
c6 & ctgan & ok & 0.748096 & 0.176195 & 0.442422 & 0.159743 & 0.229255 \\
|
| 81 |
+
c6 & forestdiffusion & ok & 0.713928 & 0.467377 & 0.157281 & 0.441828 & 0.077801 \\
|
| 82 |
+
c6 & realtabformer & ok & 0.970165 & 0.073061 & 0.011219 & 0.030094 & 0.004966 \\
|
| 83 |
+
c6 & tabbyflow & ok & 0.831481 & 0.282295 & 0.086564 & 0.255029 & 0.050188 \\
|
| 84 |
+
c6 & tabddpm & ok & 0.613647 & 0.499949 & 0.389515 & 0.467417 & 0.188532 \\
|
| 85 |
+
c6 & tabdiff & ok & 0.867185 & 0.25711 & 0.031998 & 0.22428 & 0.017874 \\
|
| 86 |
+
c6 & tabpfgen & ok & 0.962715 & 0.081757 & 0.029597 & 0.034154 & 0.003631 \\
|
| 87 |
+
c6 & tabsyn & ok & 0.827468 & 0.30743 & 0.074996 & 0.251074 & 0.056628 \\
|
| 88 |
+
c6 & tvae & ok & 0.76926 & 0.181808 & 0.396892 & 0.161524 & 0.182735 \\
|
| 89 |
+
c7 & arf & ok & 0.993423 & 0.006531 & -- & 0.006623 & -- \\
|
| 90 |
+
c7 & bayesnet & ok & 0.99464 & 0.005479 & -- & 0.00524 & -- \\
|
| 91 |
+
c7 & ctgan & ok & 0.912408 & 0.086856 & -- & 0.088327 & -- \\
|
| 92 |
+
c7 & forestdiffusion & ok & 0.985803 & 0.017913 & -- & 0.010481 & -- \\
|
| 93 |
+
c7 & realtabformer & ok & 0.994244 & 0.005982 & -- & 0.00553 & -- \\
|
| 94 |
+
c7 & tabbyflow & ok & 0.92363 & 0.080671 & -- & 0.07207 & -- \\
|
| 95 |
+
c7 & tabddpm & ok & 0.993099 & 0.006912 & -- & 0.006891 & -- \\
|
| 96 |
+
c7 & tabdiff & ok & 0.949819 & 0.057164 & -- & 0.043199 & -- \\
|
| 97 |
+
c7 & tabpfgen & ok & 0.772883 & 0.220149 & -- & 0.234086 & -- \\
|
| 98 |
+
c7 & tabsyn & ok & 0.957612 & 0.050344 & -- & 0.034433 & -- \\
|
| 99 |
+
c7 & tvae & ok & 0.916537 & 0.087805 & -- & 0.079122 & -- \\
|
| 100 |
+
c8 & arf & ok & 0.990903 & -- & 0.009793 & -- & 0.008402 \\
|
| 101 |
+
c8 & bayesnet & ok & 0.991596 & -- & 0.008743 & -- & 0.008065 \\
|
| 102 |
+
c8 & ctgan & ok & 0.926378 & -- & 0.076049 & -- & 0.071195 \\
|
| 103 |
+
c8 & forestdiffusion & ok & 0.980818 & -- & 0.019736 & -- & 0.018628 \\
|
| 104 |
+
c8 & realtabformer & ok & 0.995743 & -- & 0.004796 & -- & 0.003717 \\
|
| 105 |
+
c8 & tabbyflow & ok & 0.963088 & -- & 0.039549 & -- & 0.034274 \\
|
| 106 |
+
c8 & tabddpm & ok & 0.654775 & -- & 0.357024 & -- & 0.333426 \\
|
| 107 |
+
c8 & tabdiff & ok & 0.945032 & -- & 0.059092 & -- & 0.050844 \\
|
| 108 |
+
c8 & tabpfgen & ok & 0.993441 & -- & 0.006952 & -- & 0.006166 \\
|
| 109 |
+
c8 & tabsyn & ok & 0.971201 & -- & 0.029088 & -- & 0.028509 \\
|
| 110 |
+
c8 & tvae & ok & 0.921737 & -- & 0.081513 & -- & 0.075012 \\
|
| 111 |
+
c9 & arf & ok & 0.959238 & -- & 0.068457 & -- & 0.013067 \\
|
| 112 |
+
c9 & bayesnet & ok & 0.94984 & -- & 0.098524 & -- & 0.001797 \\
|
| 113 |
+
c9 & ctgan & ok & 0.873797 & -- & 0.203437 & -- & 0.04897 \\
|
| 114 |
+
c9 & forestdiffusion & ok & 0.810481 & -- & 0.314091 & -- & 0.064947 \\
|
| 115 |
+
c9 & realtabformer & ok & 0.992738 & -- & 0.011959 & -- & 0.002565 \\
|
| 116 |
+
c9 & tabbyflow & ok & 0.977922 & -- & 0.037261 & -- & 0.006895 \\
|
| 117 |
+
c9 & tabddpm & ok & 0.38438 & -- & 0.747194 & -- & 0.484046 \\
|
| 118 |
+
c9 & tabdiff & ok & 0.983716 & -- & 0.027992 & -- & 0.004577 \\
|
| 119 |
+
c9 & tabpfgen & ok & 0.924837 & -- & 0.130303 & -- & 0.020023 \\
|
| 120 |
+
c9 & tabsyn & ok & 0.902429 & -- & 0.104722 & -- & 0.09042 \\
|
| 121 |
+
c9 & tvae & ok & 0.915576 & -- & 0.149247 & -- & 0.019601 \\
|
| 122 |
+
c10 & arf & ok & -- & -- & -- & -- & -- \\
|
| 123 |
+
c10 & bayesnet & ok & -- & -- & -- & -- & -- \\
|
| 124 |
+
c10 & ctgan & ok & -- & -- & -- & -- & -- \\
|
| 125 |
+
c10 & forestdiffusion & ok & -- & -- & -- & -- & -- \\
|
| 126 |
+
c10 & realtabformer & ok & -- & -- & -- & -- & -- \\
|
| 127 |
+
c10 & tabbyflow & ok & -- & -- & -- & -- & -- \\
|
| 128 |
+
c10 & tabddpm & ok & -- & -- & -- & -- & -- \\
|
| 129 |
+
c10 & tabdiff & ok & -- & -- & -- & -- & -- \\
|
| 130 |
+
c10 & tabpfgen & ok & -- & -- & -- & -- & -- \\
|
| 131 |
+
c10 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 132 |
+
c10 & tvae & ok & -- & -- & -- & -- & -- \\
|
| 133 |
+
c11 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 134 |
+
c11 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 135 |
+
c11 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 136 |
+
c11 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 137 |
+
c11 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 138 |
+
c11 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 139 |
+
c11 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 140 |
+
c11 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 141 |
+
c11 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 142 |
+
c11 & tabsyn & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 143 |
+
c11 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 144 |
+
c12 & arf & ok & 0.969688 & 0.007129 & 0.096327 & 0.001327 & 0.016463 \\
|
| 145 |
+
c12 & bayesnet & ok & 0.967201 & 0.007521 & 0.115135 & 0.001427 & 0.007112 \\
|
| 146 |
+
c12 & ctgan & ok & 0.911392 & 0.010991 & 0.285424 & 0.002807 & 0.055209 \\
|
| 147 |
+
c12 & forestdiffusion & ok & 0.747692 & 0.336066 & 0.29953 & 0.241998 & 0.131636 \\
|
| 148 |
+
c12 & realtabformer & ok & 0.990019 & 0.010079 & 0.02262 & 0.002034 & 0.005193 \\
|
| 149 |
+
c12 & tabbyflow & missing\_asset & -- & -- & -- & -- & -- \\
|
| 150 |
+
c12 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 151 |
+
c12 & tabdiff & missing\_asset & -- & -- & -- & -- & -- \\
|
| 152 |
+
c12 & tabpfgen & ok & 0.921403 & 0.02554 & 0.231669 & 0.006787 & 0.050392 \\
|
| 153 |
+
c12 & tabsyn & ok & 0.905174 & 0.050284 & 0.264583 & 0.016672 & 0.047765 \\
|
| 154 |
+
c12 & tvae & ok & 0.93245 & 0.050154 & 0.18198 & 0.006827 & 0.031237 \\
|
| 155 |
+
c13 & arf & ok & 0.986454 & -- & 0.019383 & -- & 0.00771 \\
|
| 156 |
+
c13 & bayesnet & ok & 0.793237 & -- & 0.273047 & -- & 0.140479 \\
|
| 157 |
+
c13 & ctgan & ok & 0.769757 & -- & 0.291817 & -- & 0.168668 \\
|
| 158 |
+
c13 & forestdiffusion & ok & 0.831432 & -- & 0.213951 & -- & 0.123186 \\
|
| 159 |
+
c13 & realtabformer & ok & 0.998129 & -- & 0.002429 & -- & 0.001312 \\
|
| 160 |
+
c13 & tabbyflow & ok & 0.973613 & -- & 0.033998 & -- & 0.018776 \\
|
| 161 |
+
c13 & tabddpm & ok & 0.724639 & -- & 0.319869 & -- & 0.230853 \\
|
| 162 |
+
c13 & tabdiff & ok & 0.910677 & -- & 0.115183 & -- & 0.063464 \\
|
| 163 |
+
c13 & tabpfgen & ok & 0.742573 & -- & 0.455801 & -- & 0.059052 \\
|
| 164 |
+
c13 & tabsyn & ok & 0.98575 & -- & 0.017826 & -- & 0.010675 \\
|
| 165 |
+
c13 & tvae & ok & 0.775005 & -- & 0.286263 & -- & 0.163728 \\
|
| 166 |
+
c14 & arf & ok & 0.978929 & 0.013735 & 0.034701 & 0.012035 & 0.023813 \\
|
| 167 |
+
c14 & bayesnet & ok & 0.836038 & 0.305893 & 0.05018 & 0.270862 & 0.028914 \\
|
| 168 |
+
c14 & ctgan & ok & 0.792682 & 0.150162 & 0.325142 & 0.141351 & 0.212619 \\
|
| 169 |
+
c14 & forestdiffusion & ok & 0.500213 & 0.570032 & 0.459618 & 0.562613 & 0.406883 \\
|
| 170 |
+
c14 & realtabformer & ok & 0.968581 & 0.049045 & 0.02002 & 0.042098 & 0.014514 \\
|
| 171 |
+
c14 & tabbyflow & ok & 0.78284 & 0.390555 & 0.047678 & 0.388204 & 0.042201 \\
|
| 172 |
+
c14 & tabddpm & ok & 0.32272 & 0.824694 & 0.603687 & 0.82374 & 0.457 \\
|
| 173 |
+
c14 & tabdiff & ok & 0.815489 & 0.356968 & 0.01482 & 0.356818 & 0.009436 \\
|
| 174 |
+
c14 & tabpfgen & ok & 0.956044 & 0.063802 & 0.028847 & 0.057201 & 0.025973 \\
|
| 175 |
+
c14 & tabsyn & ok & 0.784241 & 0.403365 & 0.037818 & 0.399997 & 0.021856 \\
|
| 176 |
+
c14 & tvae & ok & 0.593158 & 0.544496 & 0.341858 & 0.521136 & 0.21988 \\
|
| 177 |
+
c15 & arf & ok & 0.959182 & 0.006985 & 0.090837 & 0.006274 & 0.059177 \\
|
| 178 |
+
c15 & bayesnet & ok & 0.881086 & 0.054759 & 0.21154 & 0.026777 & 0.182582 \\
|
| 179 |
+
c15 & ctgan & ok & 0.737979 & 0.115038 & 0.465928 & 0.102145 & 0.364974 \\
|
| 180 |
+
c15 & forestdiffusion & ok & 0.596336 & 0.707205 & 0.130062 & 0.678735 & 0.098655 \\
|
| 181 |
+
c15 & realtabformer & ok & 0.975949 & 0.046632 & 0.003781 & 0.04269 & 0.0031 \\
|
| 182 |
+
c15 & tabbyflow & ok & 0.776683 & 0.440245 & 0.035346 & 0.394749 & 0.022927 \\
|
| 183 |
+
c15 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 184 |
+
c15 & tabdiff & ok & 0.791515 & 0.433398 & 0.015719 & 0.373138 & 0.011686 \\
|
| 185 |
+
c15 & tabpfgen & ok & 0.911925 & 0.091276 & 0.113065 & 0.070253 & 0.077706 \\
|
| 186 |
+
c15 & tabsyn & ok & 0.794523 & 0.433223 & 0.009674 & 0.373224 & 0.005787 \\
|
| 187 |
+
c15 & tvae & ok & 0.590741 & 0.645733 & 0.220143 & 0.627695 & 0.143464 \\
|
| 188 |
+
c16 & arf & ok & 0.924463 & 0.127753 & 0.064564 & 0.096521 & 0.013309 \\
|
| 189 |
+
c16 & bayesnet & ok & 0.82258 & 0.320898 & 0.083547 & 0.281982 & 0.023253 \\
|
| 190 |
+
c16 & ctgan & ok & 0.706997 & 0.274513 & 0.501475 & 0.259084 & 0.136942 \\
|
| 191 |
+
c16 & forestdiffusion & ok & 0.587032 & 0.64474 & 0.299833 & 0.616847 & 0.090452 \\
|
| 192 |
+
c16 & realtabformer & ok & 0.932809 & 0.144 & 0.013404 & 0.107921 & 0.00344 \\
|
| 193 |
+
c16 & tabbyflow & ok & 0.527762 & 0.663145 & 0.460861 & 0.639503 & 0.125443 \\
|
| 194 |
+
c16 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 195 |
+
c16 & tabdiff & ok & 0.712966 & 0.569668 & 0.043736 & 0.525129 & 0.009605 \\
|
| 196 |
+
c16 & tabpfgen & missing\_asset & -- & -- & -- & -- & -- \\
|
| 197 |
+
c16 & tabsyn & ok & 0.709206 & 0.576437 & 0.0455 & 0.529015 & 0.012223 \\
|
| 198 |
+
c16 & tvae & ok & 0.623614 & 0.505751 & 0.443529 & 0.436609 & 0.119655 \\
|
| 199 |
+
c17 & arf & ok & 0.846918 & 0.274188 & 0.128176 & 0.196456 & 0.013509 \\
|
| 200 |
+
c17 & bayesnet & ok & 0.831058 & 0.298017 & 0.126615 & 0.215942 & 0.035193 \\
|
| 201 |
+
c17 & ctgan & ok & 0.722704 & 0.431851 & 0.274521 & 0.377151 & 0.025659 \\
|
| 202 |
+
c17 & forestdiffusion & ok & 0.437505 & 0.868834 & 0.372889 & 0.868854 & 0.139401 \\
|
| 203 |
+
c17 & realtabformer & ok & 0.619633 & 0.722924 & 0.086018 & 0.697649 & 0.014874 \\
|
| 204 |
+
c17 & tabbyflow & ok & 0.41383 & 0.898215 & 0.48758 & 0.89973 & 0.059157 \\
|
| 205 |
+
c17 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 206 |
+
c17 & tabdiff & ok & 0.584839 & 0.82649 & 0.006955 & 0.82545 & 0.001748 \\
|
| 207 |
+
c17 & tabpfgen & ok & 0.805039 & 0.373579 & 0.090845 & 0.307827 & 0.007595 \\
|
| 208 |
+
c17 & tabsyn & ok & 0.551541 & 0.830162 & 0.108588 & 0.829103 & 0.025984 \\
|
| 209 |
+
c17 & tvae & ok & 0.669374 & 0.641039 & 0.062172 & 0.611016 & 0.008278 \\
|
| 210 |
+
c18 & arf & ok & 0.908761 & 0.173555 & 0.070743 & 0.11149 & 0.009167 \\
|
| 211 |
+
c18 & bayesnet & ok & 0.716057 & 0.526722 & 0.117532 & 0.451336 & 0.040181 \\
|
| 212 |
+
c18 & ctgan & ok & 0.598733 & 0.509382 & 0.545255 & 0.479644 & 0.070788 \\
|
| 213 |
+
c18 & forestdiffusion & ok & 0.463437 & 0.85426 & 0.355224 & 0.839629 & 0.097138 \\
|
| 214 |
+
c18 & realtabformer & ok & 0.906109 & 0.215614 & 0.003989 & 0.155741 & 0.00022 \\
|
| 215 |
+
c18 & tabbyflow & ok & 0.52765 & 0.803388 & 0.269094 & 0.769164 & 0.047754 \\
|
| 216 |
+
c18 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 217 |
+
c18 & tabdiff & missing\_asset & -- & -- & -- & -- & -- \\
|
| 218 |
+
c18 & tabpfgen & missing\_asset & -- & -- & -- & -- & -- \\
|
| 219 |
+
c18 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 220 |
+
c18 & tvae & ok & 0.569524 & 0.616838 & 0.464898 & 0.582925 & 0.057244 \\
|
| 221 |
+
c19 & arf & ok & 0.941452 & 0.128272 & 0.005134 & 0.100352 & 0.000436 \\
|
| 222 |
+
c19 & bayesnet & ok & 0.689463 & 0.573097 & 0.098886 & 0.525307 & 0.044856 \\
|
| 223 |
+
c19 & ctgan & ok & 0.702392 & 0.343729 & 0.527043 & 0.282142 & 0.037519 \\
|
| 224 |
+
c19 & forestdiffusion & ok & 0.449357 & 0.7992 & 0.527055 & 0.769138 & 0.107179 \\
|
| 225 |
+
c19 & realtabformer & ok & 0.538343 & 0.684738 & 0.440435 & 0.687046 & 0.034409 \\
|
| 226 |
+
c19 & tabbyflow & ok & 0.531749 & 0.735333 & 0.319289 & 0.729027 & 0.089357 \\
|
| 227 |
+
c19 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 228 |
+
c19 & tabdiff & ok & 0.548136 & 0.736689 & 0.262963 & 0.728957 & 0.078848 \\
|
| 229 |
+
c19 & tabpfgen & ok & 0.872042 & 0.24043 & 0.043237 & 0.219742 & 0.008421 \\
|
| 230 |
+
c19 & tabsyn & ok & 0.60637 & 0.733726 & 0.101401 & 0.728463 & 0.01093 \\
|
| 231 |
+
c19 & tvae & ok & 0.643889 & 0.479274 & 0.487255 & 0.421163 & 0.036751 \\
|
| 232 |
+
c20 & arf & ok & 0.993407 & 0.004181 & 0.012053 & 0.004267 & 0.005871 \\
|
| 233 |
+
c20 & bayesnet & ok & 0.988579 & 0.018178 & 0.008674 & 0.012606 & 0.006224 \\
|
| 234 |
+
c20 & ctgan & ok & 0.864774 & 0.225046 & 0.075736 & 0.202343 & 0.037782 \\
|
| 235 |
+
c20 & forestdiffusion & ok & 0.930562 & 0.022374 & 0.182085 & 0.015869 & 0.057423 \\
|
| 236 |
+
c20 & realtabformer & ok & 0.997645 & 0.002721 & 0.00331 & 0.002092 & 0.001298 \\
|
| 237 |
+
c20 & tabbyflow & ok & 0.954941 & 0.026698 & 0.080379 & 0.024543 & 0.048615 \\
|
| 238 |
+
c20 & tabddpm & ok & 0.941961 & 0.003996 & 0.17594 & 0.004184 & 0.048036 \\
|
| 239 |
+
c20 & tabdiff & missing\_asset & -- & -- & -- & -- & -- \\
|
| 240 |
+
c20 & tabpfgen & ok & 0.882824 & 0.216434 & 0.035509 & 0.192135 & 0.024627 \\
|
| 241 |
+
c20 & tabsyn & ok & 0.962113 & 0.027203 & 0.059508 & 0.032018 & 0.032819 \\
|
| 242 |
+
c20 & tvae & ok & 0.940043 & 0.010696 & 0.141877 & 0.011156 & 0.076098 \\
|
| 243 |
+
c21 & arf & missing\_asset & -- & -- & -- & -- & -- \\
|
| 244 |
+
c21 & bayesnet & missing\_asset & -- & -- & -- & -- & -- \\
|
| 245 |
+
c21 & ctgan & missing\_asset & -- & -- & -- & -- & -- \\
|
| 246 |
+
c21 & forestdiffusion & missing\_asset & -- & -- & -- & -- & -- \\
|
| 247 |
+
c21 & realtabformer & missing\_asset & -- & -- & -- & -- & -- \\
|
| 248 |
+
c21 & tabbyflow & missing\_asset & -- & -- & -- & -- & -- \\
|
| 249 |
+
c21 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 250 |
+
c21 & tabdiff & missing\_asset & -- & -- & -- & -- & -- \\
|
| 251 |
+
c21 & tabpfgen & missing\_asset & -- & -- & -- & -- & -- \\
|
| 252 |
+
c21 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 253 |
+
c21 & tvae & missing\_asset & -- & -- & -- & -- & -- \\
|
| 254 |
+
m1 & arf & ok & 0.945244 & 0.060439 & 0.091905 & 0.04875 & 0.017932 \\
|
| 255 |
+
m1 & bayesnet & ok & 0.945888 & 0.063555 & 0.089464 & 0.05276 & 0.010668 \\
|
| 256 |
+
m1 & ctgan & ok & 0.846247 & 0.143754 & 0.25494 & 0.140625 & 0.075692 \\
|
| 257 |
+
m1 & forestdiffusion & ok & 0.728256 & 0.373264 & 0.223929 & 0.3675 & 0.122283 \\
|
| 258 |
+
m1 & realtabformer & ok & 0.866136 & 0.201882 & 0.106786 & 0.192135 & 0.034654 \\
|
| 259 |
+
m1 & tabbyflow & ok & 0.850598 & 0.212894 & 0.133631 & 0.200625 & 0.050458 \\
|
| 260 |
+
m1 & tabddpm & ok & 0.600498 & 0.365137 & 0.554762 & 0.345625 & 0.332485 \\
|
| 261 |
+
m1 & tabdiff & ok & 0.898928 & 0.144929 & 0.077202 & 0.144583 & 0.037571 \\
|
| 262 |
+
m1 & tabpfgen & ok & 0.9144 & 0.100322 & 0.149643 & 0.082969 & 0.009467 \\
|
| 263 |
+
m1 & tabsyn & ok & 0.829926 & 0.248984 & 0.122798 & 0.24151 & 0.067002 \\
|
| 264 |
+
m1 & tvae & ok & 0.753885 & 0.398929 & 0.190714 & 0.35026 & 0.044557 \\
|
| 265 |
+
m2 & arf & ok & 0.980557 & 0.020235 & 0.032421 & 0.015426 & 0.009687 \\
|
| 266 |
+
m2 & bayesnet & ok & 0.917766 & 0.021685 & 0.194715 & 0.017159 & 0.095377 \\
|
| 267 |
+
m2 & ctgan & ok & 0.945455 & 0.06899 & 0.075599 & 0.051979 & 0.021612 \\
|
| 268 |
+
m2 & forestdiffusion & ok & 0.712015 & 0.205345 & 0.450418 & 0.199249 & 0.296928 \\
|
| 269 |
+
m2 & realtabformer & ok & 0.875709 & 0.158451 & 0.117137 & 0.15981 & 0.061764 \\
|
| 270 |
+
m2 & tabbyflow & ok & 0.901268 & 0.143575 & 0.07731 & 0.135061 & 0.038981 \\
|
| 271 |
+
m2 & tabddpm & ok & 0.63102 & 0.267204 & 0.55196 & 0.263582 & 0.393174 \\
|
| 272 |
+
m2 & tabdiff & missing\_asset & -- & -- & -- & -- & -- \\
|
| 273 |
+
m2 & tabpfgen & ok & 0.945724 & 0.067082 & 0.056846 & 0.06742 & 0.025756 \\
|
| 274 |
+
m2 & tabsyn & ok & 0.937458 & 0.12163 & 0.010748 & 0.114804 & 0.002986 \\
|
| 275 |
+
m2 & tvae & ok & 0.934144 & 0.075917 & 0.082049 & 0.071197 & 0.034259 \\
|
| 276 |
+
m4 & arf & ok & 0.986997 & 0.009113 & 0.024921 & 0.009172 & 0.008806 \\
|
| 277 |
+
m4 & bayesnet & ok & 0.973223 & 0.010587 & 0.061344 & 0.011728 & 0.023449 \\
|
| 278 |
+
m4 & ctgan & ok & 0.805103 & 0.113965 & 0.372237 & 0.125695 & 0.167691 \\
|
| 279 |
+
m4 & forestdiffusion & ok & 0.906303 & 0.016463 & 0.279544 & 0.016238 & 0.062543 \\
|
| 280 |
+
m4 & realtabformer & ok & 0.978767 & 0.020995 & 0.031461 & 0.021049 & 0.011426 \\
|
| 281 |
+
m4 & tabbyflow & ok & 0.880909 & 0.089102 & 0.19982 & 0.096978 & 0.090464 \\
|
| 282 |
+
m4 & tabddpm & ok & 0.392589 & 0.507922 & 0.959292 & 0.470155 & 0.492275 \\
|
| 283 |
+
m4 & tabdiff & ok & 0.972669 & 0.025214 & 0.045783 & 0.024057 & 0.014272 \\
|
| 284 |
+
m4 & tabpfgen & ok & 0.98196 & 0.005647 & 0.047136 & 0.005563 & 0.013813 \\
|
| 285 |
+
m4 & tabsyn & ok & 0.99134 & 0.005966 & 0.017366 & 0.006465 & 0.004845 \\
|
| 286 |
+
m4 & tvae & ok & 0.827523 & 0.05783 & 0.40415 & 0.062547 & 0.165383 \\
|
| 287 |
+
m5 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 288 |
+
m5 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 289 |
+
m5 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 290 |
+
m5 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 291 |
+
m5 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 292 |
+
m5 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 293 |
+
m5 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 294 |
+
m5 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 295 |
+
m5 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 296 |
+
m5 & tabsyn & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 297 |
+
m5 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 298 |
+
m6 & arf & ok & 0.994345 & 0.007833 & 0.006836 & 0.006083 & 0.001868 \\
|
| 299 |
+
m6 & bayesnet & ok & 0.957069 & 0.013867 & 0.137658 & 0.012824 & 0.007373 \\
|
| 300 |
+
m6 & ctgan & ok & 0.790969 & 0.117518 & 0.526721 & 0.100821 & 0.091065 \\
|
| 301 |
+
m6 & forestdiffusion & ok & 0.864022 & 0.033915 & 0.384385 & 0.02129 & 0.104325 \\
|
| 302 |
+
m6 & realtabformer & ok & 0.984425 & 0.017527 & 0.023795 & 0.014751 & 0.006228 \\
|
| 303 |
+
m6 & tabbyflow & ok & 0.941149 & 0.062446 & 0.097374 & 0.049473 & 0.026111 \\
|
| 304 |
+
m6 & tabddpm & ok & 0.759681 & 0.092892 & 0.473432 & 0.078847 & 0.316107 \\
|
| 305 |
+
m6 & tabdiff & ok & 0.972987 & 0.019457 & 0.057446 & 0.016804 & 0.014346 \\
|
| 306 |
+
m6 & tabpfgen & ok & 0.85906 & 0.154252 & 0.226654 & 0.123606 & 0.05925 \\
|
| 307 |
+
m6 & tabsyn & ok & 0.987747 & 0.020811 & 0.014113 & 0.010898 & 0.00319 \\
|
| 308 |
+
m6 & tvae & ok & 0.763482 & 0.199171 & 0.512585 & 0.145352 & 0.088964 \\
|
| 309 |
+
m7 & arf & ok & 0.987418 & 0.008331 & 0.022506 & 0.009051 & 0.010439 \\
|
| 310 |
+
m7 & bayesnet & ok & 0.985348 & 0.009808 & 0.026332 & 0.009785 & 0.012684 \\
|
| 311 |
+
m7 & ctgan & ok & 0.897048 & 0.063051 & 0.199258 & 0.0659 & 0.083597 \\
|
| 312 |
+
m7 & forestdiffusion & ok & 0.982545 & 0.016956 & 0.028171 & 0.013258 & 0.011437 \\
|
| 313 |
+
m7 & realtabformer & ok & 0.992484 & 0.008654 & 0.009727 & 0.007534 & 0.004147 \\
|
| 314 |
+
m7 & tabbyflow & ok & 0.940213 & 0.072637 & 0.064613 & 0.074902 & 0.026994 \\
|
| 315 |
+
m7 & tabddpm & ok & 0.990177 & 0.010739 & 0.014765 & 0.009834 & 0.003953 \\
|
| 316 |
+
m7 & tabdiff & ok & 0.988973 & 0.011538 & 0.0152 & 0.011057 & 0.006314 \\
|
| 317 |
+
m7 & tabpfgen & ok & 0.939918 & 0.11871 & 0.012029 & 0.105626 & 0.003963 \\
|
| 318 |
+
m7 & tabsyn & ok & 0.99098 & 0.008039 & 0.015782 & 0.0068 & 0.00546 \\
|
| 319 |
+
m7 & tvae & ok & 0.833896 & 0.181377 & 0.212544 & 0.170988 & 0.099505 \\
|
| 320 |
+
m8 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 321 |
+
m8 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 322 |
+
m8 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 323 |
+
m8 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 324 |
+
m8 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 325 |
+
m8 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 326 |
+
m8 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 327 |
+
m8 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 328 |
+
m8 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 329 |
+
m8 & tabsyn & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 330 |
+
m8 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 331 |
+
m9 & arf & ok & 0.976074 & 0.011174 & 0.057272 & 0.007398 & 0.019861 \\
|
| 332 |
+
m9 & bayesnet & ok & 0.954924 & 0.070871 & 0.042428 & 0.06127 & 0.005733 \\
|
| 333 |
+
m9 & ctgan & ok & 0.912373 & 0.11826 & 0.088444 & 0.114211 & 0.029592 \\
|
| 334 |
+
m9 & forestdiffusion & ok & 0.845593 & 0.29929 & 0.074432 & 0.229461 & 0.014444 \\
|
| 335 |
+
m9 & realtabformer & ok & 0.986584 & 0.017727 & 0.015464 & 0.013866 & 0.006608 \\
|
| 336 |
+
m9 & tabbyflow & ok & 0.768296 & 0.407839 & 0.143155 & 0.31668 & 0.059143 \\
|
| 337 |
+
m9 & tabddpm & ok & 0.78564 & 0.324696 & 0.173806 & 0.289686 & 0.06925 \\
|
| 338 |
+
m9 & tabdiff & ok & 0.839111 & 0.348093 & 0.013001 & 0.276853 & 0.005607 \\
|
| 339 |
+
m9 & tabpfgen & ok & 0.931679 & 0.075481 & 0.091201 & 0.069244 & 0.037355 \\
|
| 340 |
+
m9 & tabsyn & ok & 0.844783 & 0.343883 & 0.016002 & 0.253757 & 0.007225 \\
|
| 341 |
+
m9 & tvae & ok & 0.817479 & 0.233645 & 0.243165 & 0.166593 & 0.08668 \\
|
| 342 |
+
m10 & arf & ok & 0.965791 & -- & 0.04375 & -- & 0.024667 \\
|
| 343 |
+
m10 & bayesnet & ok & 0.968836 & -- & 0.040685 & -- & 0.021642 \\
|
| 344 |
+
m10 & ctgan & ok & 0.874083 & -- & 0.145863 & -- & 0.10597 \\
|
| 345 |
+
m10 & forestdiffusion & ok & 0.973217 & -- & 0.037827 & -- & 0.015738 \\
|
| 346 |
+
m10 & realtabformer & ok & 0.976399 & -- & 0.030387 & -- & 0.016816 \\
|
| 347 |
+
m10 & tabbyflow & ok & 0.923563 & -- & 0.094702 & -- & 0.058171 \\
|
| 348 |
+
m10 & tabddpm & ok & 0.533217 & -- & 0.588661 & -- & 0.344905 \\
|
| 349 |
+
m10 & tabdiff & ok & 0.96073 & -- & 0.05122 & -- & 0.02732 \\
|
| 350 |
+
m10 & tabpfgen & ok & 0.937 & -- & 0.070565 & -- & 0.055435 \\
|
| 351 |
+
m10 & tabsyn & ok & 0.944897 & -- & 0.065744 & -- & 0.044461 \\
|
| 352 |
+
m10 & tvae & ok & 0.859383 & -- & 0.192768 & -- & 0.088466 \\
|
| 353 |
+
m11 & arf & ok & 0.98617 & 0.000615 & 0.039305 & 0.000593 & 0.014805 \\
|
| 354 |
+
m11 & bayesnet & ok & 0.96729 & 0.000517 & 0.098535 & 0.0006 & 0.03119 \\
|
| 355 |
+
m11 & ctgan & ok & 0.947045 & 0.048278 & 0.087724 & 0.046337 & 0.029483 \\
|
| 356 |
+
m11 & forestdiffusion & ok & 0.975478 & 0.004534 & 0.080797 & 0.003986 & 0.00877 \\
|
| 357 |
+
m11 & realtabformer & ok & 0.997307 & 0.002603 & 0.003972 & 0.00264 & 0.001556 \\
|
| 358 |
+
m11 & tabbyflow & ok & 0.904683 & 0.033301 & 0.166689 & 0.03483 & 0.146446 \\
|
| 359 |
+
m11 & tabddpm & ok & 0.987617 & 0.007798 & 0.023467 & 0.008815 & 0.009454 \\
|
| 360 |
+
m11 & tabdiff & ok & 0.989379 & 0.010814 & 0.013587 & 0.012373 & 0.005711 \\
|
| 361 |
+
m11 & tabpfgen & ok & 0.948711 & 0.0134 & 0.122454 & 0.015463 & 0.053838 \\
|
| 362 |
+
m11 & tabsyn & ok & 0.935606 & 0.009256 & 0.122199 & 0.01035 & 0.115771 \\
|
| 363 |
+
m11 & tvae & ok & 0.931932 & 0.015886 & 0.175576 & 0.018458 & 0.062352 \\
|
| 364 |
+
m12 & arf & ok & 0.976768 & 0.007605 & 0.063111 & 0.005388 & 0.016824 \\
|
| 365 |
+
m12 & bayesnet & ok & 0.907665 & 0.010126 & 0.266719 & 0.005722 & 0.086772 \\
|
| 366 |
+
m12 & ctgan & ok & 0.810701 & 0.126706 & 0.424617 & 0.098438 & 0.107436 \\
|
| 367 |
+
m12 & forestdiffusion & ok & 0.629541 & 0.523326 & 0.331296 & 0.506027 & 0.121188 \\
|
| 368 |
+
m12 & realtabformer & ok & 0.989915 & 0.016978 & 0.007024 & 0.014528 & 0.001812 \\
|
| 369 |
+
m12 & tabbyflow & ok & 0.878031 & 0.203821 & 0.062107 & 0.197905 & 0.024042 \\
|
| 370 |
+
m12 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 371 |
+
m12 & tabdiff & ok & 0.890333 & 0.191244 & 0.044065 & 0.187579 & 0.01578 \\
|
| 372 |
+
m12 & tabpfgen & ok & 0.907402 & 0.09795 & 0.163275 & 0.079777 & 0.029392 \\
|
| 373 |
+
m12 & tabsyn & ok & 0.900188 & 0.177753 & 0.035959 & 0.172037 & 0.0135 \\
|
| 374 |
+
m12 & tvae & ok & 0.821181 & 0.12699 & 0.400036 & 0.092287 & 0.095964 \\
|
| 375 |
+
n1 & arf & ok & 0.903962 & -- & 0.181714 & -- & 0.010362 \\
|
| 376 |
+
n1 & bayesnet & ok & 0.449444 & -- & 0.739941 & -- & 0.361171 \\
|
| 377 |
+
n1 & ctgan & ok & 0.69698 & -- & 0.575314 & -- & 0.030726 \\
|
| 378 |
+
n1 & forestdiffusion & ok & 0.743496 & -- & 0.505922 & -- & 0.007086 \\
|
| 379 |
+
n1 & realtabformer & ok & 0.899281 & -- & 0.18252 & -- & 0.018919 \\
|
| 380 |
+
n1 & tabbyflow & ok & 0.87841 & -- & 0.215424 & -- & 0.027756 \\
|
| 381 |
+
n1 & tabddpm & ok & 0.559216 & -- & 0.451312 & -- & 0.430255 \\
|
| 382 |
+
n1 & tabdiff & ok & 0.925915 & -- & 0.131536 & -- & 0.016635 \\
|
| 383 |
+
n1 & tabpfgen & ok & 0.765677 & -- & 0.464196 & -- & 0.004449 \\
|
| 384 |
+
n1 & tabsyn & ok & 0.857952 & -- & 0.21904 & -- & 0.065055 \\
|
| 385 |
+
n1 & tvae & ok & 0.794583 & -- & 0.397615 & -- & 0.013218 \\
|
| 386 |
+
n2 & arf & ok & -- & -- & -- & -- & -- \\
|
| 387 |
+
n2 & bayesnet & ok & -- & -- & -- & -- & -- \\
|
| 388 |
+
n2 & ctgan & ok & -- & -- & -- & -- & -- \\
|
| 389 |
+
n2 & forestdiffusion & ok & -- & -- & -- & -- & -- \\
|
| 390 |
+
n2 & realtabformer & ok & -- & -- & -- & -- & -- \\
|
| 391 |
+
n2 & tabbyflow & ok & -- & -- & -- & -- & -- \\
|
| 392 |
+
n2 & tabddpm & ok & -- & -- & -- & -- & -- \\
|
| 393 |
+
n2 & tabdiff & ok & -- & -- & -- & -- & -- \\
|
| 394 |
+
n2 & tabpfgen & ok & -- & -- & -- & -- & -- \\
|
| 395 |
+
n2 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 396 |
+
n2 & tvae & ok & -- & -- & -- & -- & -- \\
|
| 397 |
+
n3 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 398 |
+
n3 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 399 |
+
n3 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 400 |
+
n3 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 401 |
+
n3 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 402 |
+
n3 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 403 |
+
n3 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 404 |
+
n3 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 405 |
+
n3 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 406 |
+
n3 & tabsyn & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 407 |
+
n3 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 408 |
+
n4 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 409 |
+
n4 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 410 |
+
n4 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 411 |
+
n4 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 412 |
+
n4 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 413 |
+
n4 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 414 |
+
n4 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 415 |
+
n4 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 416 |
+
n4 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 417 |
+
n4 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 418 |
+
n4 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 419 |
+
n5 & arf & ok & 0.982438 & -- & 0.027762 & -- & 0.007363 \\
|
| 420 |
+
n5 & bayesnet & ok & 0.979521 & -- & 0.038316 & -- & 0.002642 \\
|
| 421 |
+
n5 & ctgan & ok & 0.919358 & -- & 0.138389 & -- & 0.022895 \\
|
| 422 |
+
n5 & forestdiffusion & ok & 0.925654 & -- & 0.112428 & -- & 0.036264 \\
|
| 423 |
+
n5 & realtabformer & ok & 0.974138 & -- & 0.045016 & -- & 0.006709 \\
|
| 424 |
+
n5 & tabbyflow & ok & 0.977582 & -- & 0.03864 & -- & 0.006196 \\
|
| 425 |
+
n5 & tabddpm & ok & 0.220427 & -- & 0.986922 & -- & 0.572225 \\
|
| 426 |
+
n5 & tabdiff & ok & 0.961875 & -- & 0.053437 & -- & 0.022813 \\
|
| 427 |
+
n5 & tabpfgen & ok & 0.979344 & -- & 0.039462 & -- & 0.001849 \\
|
| 428 |
+
n5 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 429 |
+
n5 & tvae & ok & 0.958308 & -- & 0.070874 & -- & 0.012511 \\
|
| 430 |
+
n6 & arf & ok & 0.98098 & -- & 0.034329 & -- & 0.003712 \\
|
| 431 |
+
n6 & bayesnet & ok & 0.879164 & -- & 0.189936 & -- & 0.051736 \\
|
| 432 |
+
n6 & ctgan & ok & 0.756967 & -- & 0.419366 & -- & 0.0667 \\
|
| 433 |
+
n6 & forestdiffusion & ok & 0.944015 & -- & 0.10136 & -- & 0.010609 \\
|
| 434 |
+
n6 & realtabformer & ok & 0.979994 & -- & 0.03216 & -- & 0.007853 \\
|
| 435 |
+
n6 & tabbyflow & ok & 0.965396 & -- & 0.059825 & -- & 0.009383 \\
|
| 436 |
+
n6 & tabddpm & ok & 0.975049 & -- & 0.039982 & -- & 0.00992 \\
|
| 437 |
+
n6 & tabdiff & ok & 0.973239 & -- & 0.039467 & -- & 0.014056 \\
|
| 438 |
+
n6 & tabpfgen & ok & 0.985146 & -- & 0.028217 & -- & 0.00149 \\
|
| 439 |
+
n6 & tabsyn & ok & 0.985997 & -- & 0.024403 & -- & 0.003603 \\
|
| 440 |
+
n6 & tvae & ok & 0.769634 & -- & 0.394642 & -- & 0.06609 \\
|
| 441 |
+
n7 & arf & ok & 0.987564 & 0.013719 & 0.022872 & 0.007876 & 0.005277 \\
|
| 442 |
+
n7 & bayesnet & ok & 0.984852 & 0.011711 & 0.035827 & 0.009961 & 0.003096 \\
|
| 443 |
+
n7 & ctgan & ok & 0.768394 & 0.332195 & 0.208501 & 0.334607 & 0.05112 \\
|
| 444 |
+
n7 & forestdiffusion & ok & 0.943313 & 0.077313 & 0.075838 & 0.058316 & 0.015281 \\
|
| 445 |
+
n7 & realtabformer & ok & 0.96808 & 0.051528 & 0.031257 & 0.038916 & 0.005979 \\
|
| 446 |
+
n7 & tabbyflow & ok & 0.937059 & 0.068857 & 0.106875 & 0.05044 & 0.02559 \\
|
| 447 |
+
n7 & tabddpm & ok & 0.473126 & 0.467412 & 0.714355 & 0.494846 & 0.430882 \\
|
| 448 |
+
n7 & tabdiff & ok & 0.95468 & 0.052492 & 0.059915 & 0.04795 & 0.020924 \\
|
| 449 |
+
n7 & tabpfgen & ok & 0.716391 & 0.439843 & 0.237038 & 0.412787 & 0.044767 \\
|
| 450 |
+
n7 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 451 |
+
n7 & tvae & ok & 0.955373 & 0.057786 & 0.066094 & 0.044533 & 0.010094 \\
|
| 452 |
+
n8 & arf & ok & 0.966019 & 0.004281 & 0.107292 & 0.003192 & 0.021157 \\
|
| 453 |
+
n8 & bayesnet & ok & 0.955823 & 0.004392 & 0.130859 & 0.00333 & 0.038128 \\
|
| 454 |
+
n8 & ctgan & ok & 0.428358 & 0.893886 & 0.405363 & 0.89285 & 0.09447 \\
|
| 455 |
+
n8 & forestdiffusion & ok & 0.508681 & 0.706897 & 0.376254 & 0.706897 & 0.175229 \\
|
| 456 |
+
n8 & realtabformer & ok & 0.97881 & 0.006019 & 0.057783 & 0.004857 & 0.016103 \\
|
| 457 |
+
n8 & tabbyflow & ok & 0.841568 & 0.017241 & 0.527124 & 0.017241 & 0.072122 \\
|
| 458 |
+
n8 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 459 |
+
n8 & tabdiff & ok & 0.642189 & 0.672414 & 0.070687 & 0.672414 & 0.015732 \\
|
| 460 |
+
n8 & tabpfgen & missing\_asset & -- & -- & -- & -- & -- \\
|
| 461 |
+
n8 & tabsyn & ok & 0.630211 & 0.655172 & 0.135065 & 0.655172 & 0.033744 \\
|
| 462 |
+
n8 & tvae & ok & 0.56967 & 0.674224 & 0.312567 & 0.67357 & 0.06096 \\
|
| 463 |
+
n9 & arf & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 464 |
+
n9 & bayesnet & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 465 |
+
n9 & ctgan & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 466 |
+
n9 & forestdiffusion & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 467 |
+
n9 & realtabformer & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 468 |
+
n9 & tabbyflow & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 469 |
+
n9 & tabddpm & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 470 |
+
n9 & tabdiff & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 471 |
+
n9 & tabpfgen & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 472 |
+
n9 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 473 |
+
n9 & tvae & ok & 0.396447 & 0.707107 & -- & 0.5 & -- \\
|
| 474 |
+
n10 & arf & ok & 0.991352 & 0.008877 & 0.01431 & 0.007531 & 0.003873 \\
|
| 475 |
+
n10 & bayesnet & ok & 0.988747 & 0.009453 & 0.022284 & 0.008082 & 0.005191 \\
|
| 476 |
+
n10 & ctgan & ok & 0.876758 & 0.167331 & 0.134362 & 0.145389 & 0.045884 \\
|
| 477 |
+
n10 & forestdiffusion & ok & 0.969826 & 0.037082 & 0.044602 & 0.027186 & 0.011827 \\
|
| 478 |
+
n10 & realtabformer & ok & 0.970472 & 0.046763 & 0.028087 & 0.037105 & 0.006156 \\
|
| 479 |
+
n10 & tabbyflow & ok & 0.965537 & 0.044657 & 0.039344 & 0.042983 & 0.010868 \\
|
| 480 |
+
n10 & tabddpm & ok & 0.983348 & 0.007948 & 0.035073 & 0.006337 & 0.017251 \\
|
| 481 |
+
n10 & tabdiff & ok & 0.974916 & 0.030367 & 0.034493 & 0.026359 & 0.009117 \\
|
| 482 |
+
n10 & tabpfgen & ok & 0.867483 & 0.19974 & 0.118031 & 0.169728 & 0.042569 \\
|
| 483 |
+
n10 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 484 |
+
n10 & tvae & ok & 0.929638 & 0.096162 & 0.07797 & 0.088262 & 0.019053 \\
|
| 485 |
+
n11 & arf & ok & 0.989082 & 0.004218 & 0.028649 & 0.004732 & 0.006073 \\
|
| 486 |
+
n11 & bayesnet & ok & 0.980284 & 0.003749 & 0.049254 & 0.004206 & 0.021653 \\
|
| 487 |
+
n11 & ctgan & ok & 0.758953 & 0.111319 & 0.596365 & 0.128952 & 0.127553 \\
|
| 488 |
+
n11 & forestdiffusion & ok & 0.984331 & 0.000058 & 0.052429 & 0.000066 & 0.010122 \\
|
| 489 |
+
n11 & realtabformer & ok & 0.933528 & 0.110988 & 0.027591 & 0.118436 & 0.008873 \\
|
| 490 |
+
n11 & tabbyflow & ok & 0.96786 & 0.033371 & 0.04372 & 0.037923 & 0.013544 \\
|
| 491 |
+
n11 & tabddpm & ok & 0.991127 & 0.002688 & 0.019849 & 0.003023 & 0.00993 \\
|
| 492 |
+
n11 & tabdiff & ok & 0.969115 & 0.042051 & 0.026053 & 0.047913 & 0.007523 \\
|
| 493 |
+
n11 & tabpfgen & ok & 0.952596 & 0.071696 & 0.026737 & 0.082353 & 0.008828 \\
|
| 494 |
+
n11 & tabsyn & ok & 0.99532 & 0.002455 & 0.011548 & 0.00276 & 0.001955 \\
|
| 495 |
+
n11 & tvae & ok & 0.820342 & 0.013158 & 0.56746 & 0.014854 & 0.123161 \\
|
| 496 |
+
n12 & arf & ok & -- & -- & -- & -- & -- \\
|
| 497 |
+
n12 & bayesnet & ok & -- & -- & -- & -- & -- \\
|
| 498 |
+
n12 & ctgan & ok & -- & -- & -- & -- & -- \\
|
| 499 |
+
n12 & forestdiffusion & ok & -- & -- & -- & -- & -- \\
|
| 500 |
+
n12 & realtabformer & ok & -- & -- & -- & -- & -- \\
|
| 501 |
+
n12 & tabbyflow & ok & -- & -- & -- & -- & -- \\
|
| 502 |
+
n12 & tabddpm & ok & -- & -- & -- & -- & -- \\
|
| 503 |
+
n12 & tabdiff & ok & -- & -- & -- & -- & -- \\
|
| 504 |
+
n12 & tabpfgen & ok & -- & -- & -- & -- & -- \\
|
| 505 |
+
n12 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 506 |
+
n12 & tvae & ok & -- & -- & -- & -- & -- \\
|
| 507 |
+
n13 & arf & missing\_asset & -- & -- & -- & -- & -- \\
|
| 508 |
+
n13 & bayesnet & missing\_asset & -- & -- & -- & -- & -- \\
|
| 509 |
+
n13 & ctgan & missing\_asset & -- & -- & -- & -- & -- \\
|
| 510 |
+
n13 & forestdiffusion & missing\_asset & -- & -- & -- & -- & -- \\
|
| 511 |
+
n13 & realtabformer & missing\_asset & -- & -- & -- & -- & -- \\
|
| 512 |
+
n13 & tabbyflow & missing\_asset & -- & -- & -- & -- & -- \\
|
| 513 |
+
n13 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 514 |
+
n13 & tabdiff & missing\_asset & -- & -- & -- & -- & -- \\
|
| 515 |
+
n13 & tabpfgen & missing\_asset & -- & -- & -- & -- & -- \\
|
| 516 |
+
n13 & tabsyn & missing\_asset & -- & -- & -- & -- & -- \\
|
| 517 |
+
n13 & tvae & missing\_asset & -- & -- & -- & -- & -- \\
|
| 518 |
+
n14 & arf & ok & -- & -- & -- & -- & -- \\
|
| 519 |
+
n14 & bayesnet & ok & -- & -- & -- & -- & -- \\
|
| 520 |
+
n14 & ctgan & ok & -- & -- & -- & -- & -- \\
|
| 521 |
+
n14 & forestdiffusion & ok & -- & -- & -- & -- & -- \\
|
| 522 |
+
n14 & realtabformer & ok & -- & -- & -- & -- & -- \\
|
| 523 |
+
n14 & tabbyflow & missing\_asset & -- & -- & -- & -- & -- \\
|
| 524 |
+
n14 & tabddpm & ok & -- & -- & -- & -- & -- \\
|
| 525 |
+
n14 & tabdiff & ok & -- & -- & -- & -- & -- \\
|
| 526 |
+
n14 & tabpfgen & ok & -- & -- & -- & -- & -- \\
|
| 527 |
+
n14 & tabsyn & ok & -- & -- & -- & -- & -- \\
|
| 528 |
+
n14 & tvae & ok & -- & -- & -- & -- & -- \\
|
| 529 |
+
n15 & arf & ok & 0.98364 & -- & 0.024162 & -- & 0.008558 \\
|
| 530 |
+
n15 & bayesnet & ok & 0.988285 & -- & 0.016655 & -- & 0.006774 \\
|
| 531 |
+
n15 & ctgan & ok & 0.750259 & -- & 0.371754 & -- & 0.127728 \\
|
| 532 |
+
n15 & forestdiffusion & ok & 0.820229 & -- & 0.231719 & -- & 0.127822 \\
|
| 533 |
+
n15 & realtabformer & ok & 0.988815 & -- & 0.015652 & -- & 0.006718 \\
|
| 534 |
+
n15 & tabbyflow & ok & 0.876767 & -- & 0.178515 & -- & 0.067951 \\
|
| 535 |
+
n15 & tabddpm & ok & 0.7212 & -- & 0.327949 & -- & 0.229651 \\
|
| 536 |
+
n15 & tabdiff & ok & 0.956499 & -- & 0.0612 & -- & 0.025802 \\
|
| 537 |
+
n15 & tabpfgen & ok & 0.914588 & -- & 0.127216 & -- & 0.043607 \\
|
| 538 |
+
n15 & tabsyn & ok & 0.955874 & -- & 0.06601 & -- & 0.022243 \\
|
| 539 |
+
n15 & tvae & ok & 0.948073 & -- & 0.073124 & -- & 0.03073 \\
|
| 540 |
+
n16 & arf & ok & 0.989335 & -- & 0.018595 & -- & 0.002735 \\
|
| 541 |
+
n16 & bayesnet & ok & 0.879872 & -- & 0.160387 & -- & 0.079868 \\
|
| 542 |
+
n16 & ctgan & ok & 0.915233 & -- & 0.140116 & -- & 0.029419 \\
|
| 543 |
+
n16 & forestdiffusion & ok & 0.779727 & -- & 0.352742 & -- & 0.087804 \\
|
| 544 |
+
n16 & realtabformer & ok & 0.992461 & -- & 0.013238 & -- & 0.001841 \\
|
| 545 |
+
n16 & tabbyflow & ok & 0.982717 & -- & 0.031586 & -- & 0.00298 \\
|
| 546 |
+
n16 & tabddpm & ok & 0.883522 & -- & 0.133641 & -- & 0.099316 \\
|
| 547 |
+
n16 & tabdiff & ok & 0.97425 & -- & 0.04648 & -- & 0.005021 \\
|
| 548 |
+
n16 & tabpfgen & ok & 0.849711 & -- & 0.244258 & -- & 0.056319 \\
|
| 549 |
+
n16 & tabsyn & ok & 0.992132 & -- & 0.014437 & -- & 0.001299 \\
|
| 550 |
+
n16 & tvae & ok & 0.952062 & -- & 0.086291 & -- & 0.009585 \\
|
| 551 |
+
n17 & arf & ok & -- & -- & -- & -- & -- \\
|
| 552 |
+
n17 & bayesnet & ok & -- & -- & -- & -- & -- \\
|
| 553 |
+
n17 & ctgan & ok & -- & -- & -- & -- & -- \\
|
| 554 |
+
n17 & forestdiffusion & ok & -- & -- & -- & -- & -- \\
|
| 555 |
+
n17 & realtabformer & ok & -- & -- & -- & -- & -- \\
|
| 556 |
+
n17 & tabbyflow & missing\_asset & -- & -- & -- & -- & -- \\
|
| 557 |
+
n17 & tabddpm & ok & -- & -- & -- & -- & -- \\
|
| 558 |
+
n17 & tabdiff & ok & -- & -- & -- & -- & -- \\
|
| 559 |
+
n17 & tabpfgen & ok & -- & -- & -- & -- & -- \\
|
| 560 |
+
n17 & tabsyn & ok & -- & -- & -- & -- & -- \\
|
| 561 |
+
n17 & tvae & ok & -- & -- & -- & -- & -- \\
|
| 562 |
+
n18 & arf & ok & 0.964974 & 0.000473 & 0.126933 & 0.000148 & 0.012549 \\
|
| 563 |
+
n18 & bayesnet & ok & 0.87447 & 0.000419 & 0.345909 & 0.000132 & 0.155658 \\
|
| 564 |
+
n18 & ctgan & ok & 0.828962 & 0.11097 & 0.497055 & 0.051924 & 0.024202 \\
|
| 565 |
+
n18 & forestdiffusion & ok & 0.768304 & 0.238875 & 0.46495 & 0.154605 & 0.068353 \\
|
| 566 |
+
n18 & realtabformer & ok & 1 & 0 & 0 & 0 & 0 \\
|
| 567 |
+
n18 & tabbyflow & ok & 0.951119 & 0.03375 & 0.136192 & 0.009079 & 0.016503 \\
|
| 568 |
+
n18 & tabddpm & missing\_asset & -- & -- & -- & -- & -- \\
|
| 569 |
+
n18 & tabdiff & ok & 0.941162 & 0.061115 & 0.146337 & 0.014309 & 0.01359 \\
|
| 570 |
+
n18 & tabpfgen & ok & 0.657841 & 0.483609 & 0.408353 & 0.446513 & 0.03016 \\
|
| 571 |
+
n18 & tabsyn & ok & 0.961775 & 0.021473 & 0.110393 & 0.006118 & 0.014914 \\
|
| 572 |
+
n18 & tvae & ok & 0.881067 & 0.064567 & 0.372589 & 0.014836 & 0.023743 \\
|
| 573 |
+
n19 & arf & ok & 0.888133 & -- & 0.166851 & -- & 0.056882 \\
|
| 574 |
+
n19 & bayesnet & ok & 0.698609 & -- & 0.459695 & -- & 0.143088 \\
|
| 575 |
+
n19 & ctgan & ok & 0.806539 & -- & 0.264392 & -- & 0.12253 \\
|
| 576 |
+
n19 & forestdiffusion & ok & 0.817333 & -- & 0.27382 & -- & 0.091515 \\
|
| 577 |
+
n19 & realtabformer & ok & 0.875362 & -- & 0.161665 & -- & 0.087611 \\
|
| 578 |
+
n19 & tabbyflow & ok & 0.718768 & -- & 0.361613 & -- & 0.200851 \\
|
| 579 |
+
n19 & tabddpm & ok & 0.633266 & -- & 0.46795 & -- & 0.265518 \\
|
| 580 |
+
n19 & tabdiff & ok & 0.926834 & -- & 0.103035 & -- & 0.043296 \\
|
| 581 |
+
n19 & tabpfgen & ok & 0.816683 & -- & 0.34843 & -- & 0.018205 \\
|
| 582 |
+
n19 & tabsyn & ok & 0.842744 & -- & 0.212529 & -- & 0.101984 \\
|
| 583 |
+
n19 & tvae & ok & 0.929515 & -- & 0.099667 & -- & 0.041302 \\
|
| 584 |
+
n20 & arf & ok & 0.991039 & -- & 0.014372 & -- & 0.00355 \\
|
| 585 |
+
n20 & bayesnet & ok & 0.991493 & -- & 0.013875 & -- & 0.00314 \\
|
| 586 |
+
n20 & ctgan & ok & 0.640768 & -- & 0.533708 & -- & 0.184756 \\
|
| 587 |
+
n20 & forestdiffusion & ok & 0.773936 & -- & 0.234257 & -- & 0.217871 \\
|
| 588 |
+
n20 & realtabformer & missing\_asset & -- & -- & -- & -- & -- \\
|
| 589 |
+
n20 & tabbyflow & ok & 0.988215 & -- & 0.018004 & -- & 0.005567 \\
|
| 590 |
+
n20 & tabddpm & ok & 0.221172 & -- & 0.97988 & -- & 0.577777 \\
|
| 591 |
+
n20 & tabdiff & missing\_asset & -- & -- & -- & -- & -- \\
|
| 592 |
+
n20 & tabpfgen & ok & 0.992074 & -- & 0.012516 & -- & 0.003335 \\
|
| 593 |
+
n20 & tabsyn & ok & 0.861006 & -- & 0.20682 & -- & 0.071167 \\
|
| 594 |
+
n20 & tvae & ok & 0.625602 & -- & 0.557251 & -- & 0.191545 \\
|
| 595 |
+
\end{longtable}
|
| 596 |
+
\normalsize
|
| 597 |
+
\noindent\footnotesize The final CSV always expands to current datasets x 11 standardized models, with missing combinations retained as explicit empty rows.
|
| 598 |
+
\vspace{0.5em}
|
| 599 |
+
\end{document}
|
distance_final/manifest.json
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"task": "distance",
|
| 3 |
+
"run_tag": "20260520_server_main_distance_fixed",
|
| 4 |
+
"dataset_count": 51,
|
| 5 |
+
"asset_count": 510,
|
| 6 |
+
"provenance_contract_version": "evaluation_source_provenance_v1",
|
| 7 |
+
"real_reference_split": "train",
|
| 8 |
+
"real_source_kind": "reference_split_csv",
|
| 9 |
+
"latest_only": true,
|
| 10 |
+
"max_workers": 8,
|
| 11 |
+
"synthetic_root_filter": [
|
| 12 |
+
"TabQueryBench-SynDataSuccess-main"
|
| 13 |
+
],
|
| 14 |
+
"server_roots": {
|
| 15 |
+
"TabQueryBench-SynDataSuccess-main": {
|
| 16 |
+
"server_type": "server_authoritative_main",
|
| 17 |
+
"gpu_hour_ratio": null
|
| 18 |
+
}
|
| 19 |
+
}
|
| 20 |
+
}
|