Add v2-standard common9 dataset-model triplet tables
Browse files- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/README.md +17 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/cardinality_dataset_model_triplets_v2_standard.csv +10 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/cardinality_dataset_model_triplets_v2_standard.md +15 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/conditional_dataset_model_triplets_v2_standard.csv +10 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/conditional_dataset_model_triplets_v2_standard.md +15 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/missingness_dataset_model_triplets_v2_standard.csv +10 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/missingness_dataset_model_triplets_v2_standard.md +15 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/overall_dataset_model_triplets_v2_standard.csv +10 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/overall_dataset_model_triplets_v2_standard.md +15 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/sanity_check_against_dataset_level_comparison.csv +55 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/subgroup_dataset_model_triplets_v2_standard.csv +10 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/subgroup_dataset_model_triplets_v2_standard.md +15 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/tail_dataset_model_triplets_v2_standard.csv +10 -0
- Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/tail_dataset_model_triplets_v2_standard.md +15 -0
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/README.md
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# Dataset-Model Triplet Tables (V2 Standard)
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These tables use the same `v2_standard` logic as `v2_v3_v4_common9_dataset_comparison_v2_standard.csv`.
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Important difference from the earlier raw-score tables:
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- V3/V4 query scores are recomputed from stored detail components using the V2 composite scorer.
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- The tables here should be used for rank-stability interpretation.
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Included files:
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- `overall_dataset_model_triplets_v2_standard.csv` / `overall_dataset_model_triplets_v2_standard.md`
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- `cardinality_dataset_model_triplets_v2_standard.csv` / `cardinality_dataset_model_triplets_v2_standard.md`
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- `conditional_dataset_model_triplets_v2_standard.csv` / `conditional_dataset_model_triplets_v2_standard.md`
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- `missingness_dataset_model_triplets_v2_standard.csv` / `missingness_dataset_model_triplets_v2_standard.md`
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- `subgroup_dataset_model_triplets_v2_standard.csv` / `subgroup_dataset_model_triplets_v2_standard.md`
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- `tail_dataset_model_triplets_v2_standard.csv` / `tail_dataset_model_triplets_v2_standard.md`
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- `sanity_check_against_dataset_level_comparison.csv`
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Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/cardinality_dataset_model_triplets_v2_standard.csv
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dataset_id,arf,bayesnet,ctgan,forestdiffusion,realtabformer,tabbyflow,tabddpm,tabdiff,tabpfgen,tabsyn,tvae
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c2,0.550/0.550/0.550,0.550/0.550/0.550,0.550/0.550/0.550,0.186/0.186/0.186,0.550/0.572/0.572,0.227/0.227/0.227,0.200/0.200/0.200,0.227/0.227/0.227,0.502/0.502/0.502,0.221/0.222/0.222,0.534/0.550/0.550
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c7,0.540/0.540/0.540,0.550/0.550/0.550,0.550/0.550/0.550,0.501/0.501/0.501,0.550/0.550/0.550,0.531/0.531/0.531,0.554/0.554/0.554,0.525/0.525/0.525,0.520/0.520/0.520,0.515/0.515/0.515,0.530/0.530/0.530
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c14,0.475/0.475/0.475,0.528/0.528/0.528,0.493/0.493/0.493,--/--/--,0.520/0.520/0.520,--/--/--,--/--/--,--/--/--,--/--/--,0.227/0.227/0.227,0.366/0.366/0.366
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m4,0.580/0.461/0.461,0.400/0.460/0.460,0.562/0.510/0.510,0.580/0.580/0.580,0.439/0.442/0.442,0.580/0.580/0.580,0.292/0.151/0.151,0.580/0.580/0.580,0.580/0.460/0.460,0.640/0.640/0.640,0.576/0.506/0.506
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m6,0.375/0.401/0.401,0.319/0.333/0.333,0.290/0.304/0.304,0.289/0.303/0.303,0.354/0.359/0.359,0.303/0.319/0.319,0.205/0.204/0.204,0.309/0.323/0.323,0.292/0.306/0.306,0.309/0.325/0.325,0.238/0.250/0.250
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m8,0.498/0.507/0.507,0.483/0.490/0.490,0.300/0.303/0.303,0.480/0.490/0.490,0.516/0.527/0.527,--/--/--,0.453/0.462/0.462,0.501/0.511/0.511,0.501/0.509/0.509,0.500/0.509/0.509,0.298/0.300/0.300
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n3,0.162/0.103/0.103,0.155/0.100/0.100,0.134/0.103/0.103,0.157/0.172/0.172,0.459/0.428/0.428,0.278/0.295/0.295,0.192/0.144/0.144,--/0.240/0.240,0.158/0.108/0.108,0.231/0.230/0.230,0.132/0.103/0.103
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n6,0.451/0.451/0.451,0.366/0.366/0.366,0.432/0.432/0.432,0.100/0.100/0.100,0.462/0.462/0.462,0.134/0.134/0.134,0.414/0.414/0.414,0.134/0.134/0.134,0.478/0.478/0.478,0.120/0.120/0.120,0.440/0.440/0.440
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n11,0.289/0.289/0.289,0.303/0.303/0.303,0.289/0.289/0.289,0.113/0.113/0.113,0.333/0.333/0.333,0.297/0.297/0.297,0.156/0.156/0.156,--/--/--,0.289/0.289/0.289,0.279/0.279/0.279,0.289/0.289/0.289
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Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/cardinality_dataset_model_triplets_v2_standard.md
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# Cardinality Dataset-Model Triplets (V2 Standard)
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Each cell is formatted as `v2/v3/v4` using the `v2_standard` comparison logic.
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| dataset_id | arf | bayesnet | ctgan | forestdiffusion | realtabformer | tabbyflow | tabddpm | tabdiff | tabpfgen | tabsyn | tvae |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| c2 | 0.550/0.550/0.550 | 0.550/0.550/0.550 | 0.550/0.550/0.550 | 0.186/0.186/0.186 | 0.550/0.572/0.572 | 0.227/0.227/0.227 | 0.200/0.200/0.200 | 0.227/0.227/0.227 | 0.502/0.502/0.502 | 0.221/0.222/0.222 | 0.534/0.550/0.550 |
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| c7 | 0.540/0.540/0.540 | 0.550/0.550/0.550 | 0.550/0.550/0.550 | 0.501/0.501/0.501 | 0.550/0.550/0.550 | 0.531/0.531/0.531 | 0.554/0.554/0.554 | 0.525/0.525/0.525 | 0.520/0.520/0.520 | 0.515/0.515/0.515 | 0.530/0.530/0.530 |
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| c14 | 0.475/0.475/0.475 | 0.528/0.528/0.528 | 0.493/0.493/0.493 | --/--/-- | 0.520/0.520/0.520 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | 0.227/0.227/0.227 | 0.366/0.366/0.366 |
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| m4 | 0.580/0.461/0.461 | 0.400/0.460/0.460 | 0.562/0.510/0.510 | 0.580/0.580/0.580 | 0.439/0.442/0.442 | 0.580/0.580/0.580 | 0.292/0.151/0.151 | 0.580/0.580/0.580 | 0.580/0.460/0.460 | 0.640/0.640/0.640 | 0.576/0.506/0.506 |
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| m6 | 0.375/0.401/0.401 | 0.319/0.333/0.333 | 0.290/0.304/0.304 | 0.289/0.303/0.303 | 0.354/0.359/0.359 | 0.303/0.319/0.319 | 0.205/0.204/0.204 | 0.309/0.323/0.323 | 0.292/0.306/0.306 | 0.309/0.325/0.325 | 0.238/0.250/0.250 |
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| m8 | 0.498/0.507/0.507 | 0.483/0.490/0.490 | 0.300/0.303/0.303 | 0.480/0.490/0.490 | 0.516/0.527/0.527 | --/--/-- | 0.453/0.462/0.462 | 0.501/0.511/0.511 | 0.501/0.509/0.509 | 0.500/0.509/0.509 | 0.298/0.300/0.300 |
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| n3 | 0.162/0.103/0.103 | 0.155/0.100/0.100 | 0.134/0.103/0.103 | 0.157/0.172/0.172 | 0.459/0.428/0.428 | 0.278/0.295/0.295 | 0.192/0.144/0.144 | --/0.240/0.240 | 0.158/0.108/0.108 | 0.231/0.230/0.230 | 0.132/0.103/0.103 |
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| n6 | 0.451/0.451/0.451 | 0.366/0.366/0.366 | 0.432/0.432/0.432 | 0.100/0.100/0.100 | 0.462/0.462/0.462 | 0.134/0.134/0.134 | 0.414/0.414/0.414 | 0.134/0.134/0.134 | 0.478/0.478/0.478 | 0.120/0.120/0.120 | 0.440/0.440/0.440 |
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| n11 | 0.289/0.289/0.289 | 0.303/0.303/0.303 | 0.289/0.289/0.289 | 0.113/0.113/0.113 | 0.333/0.333/0.333 | 0.297/0.297/0.297 | 0.156/0.156/0.156 | --/--/-- | 0.289/0.289/0.289 | 0.279/0.279/0.279 | 0.289/0.289/0.289 |
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Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/conditional_dataset_model_triplets_v2_standard.csv
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dataset_id,arf,bayesnet,ctgan,forestdiffusion,realtabformer,tabbyflow,tabddpm,tabdiff,tabpfgen,tabsyn,tvae
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c2,0.790/0.786/0.786,0.822/0.820/0.820,0.778/0.778/0.778,0.170/0.170/0.170,0.788/0.820/0.820,0.222/0.222/0.222,0.182/0.182/0.182,0.222/0.221/0.221,0.714/0.714/0.714,0.217/0.218/0.218,0.768/0.810/0.810
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c7,0.775/0.814/0.775,0.810/0.851/0.810,0.765/0.796/0.765,0.697/0.683/0.697,0.814/0.851/0.814,0.755/0.776/0.755,0.779/0.811/0.779,0.738/0.766/0.738,0.756/0.740/0.756,0.736/0.774/0.736,0.774/0.787/0.774
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c14,0.220/0.404/0.247,0.461/0.466/0.494,0.498/0.470/0.516,--/--/--,0.565/0.518/0.583,--/--/--,--/--/--,--/--/--,--/--/--,0.249/0.230/0.241,0.367/0.332/0.354
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m4,0.590/0.501/0.484,0.592/0.505/0.484,0.523/0.531/0.522,0.585/0.708/0.709,0.591/0.722/0.738,0.548/0.725/0.708,0.406/0.254/0.185,0.550/0.707/0.706,0.605/0.498/0.481,0.577/0.725/0.707,0.541/0.531/0.522
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m6,0.506/0.405/0.445,0.475/0.336/0.371,0.418/0.246/0.323,0.410/0.232/0.313,0.486/0.358/0.399,0.443/0.283/0.348,0.231/0.183/0.186,0.458/0.290/0.360,0.427/0.238/0.331,0.457/0.293/0.365,0.310/0.211/0.245
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m8,0.535/0.535/0.532,0.528/0.512/0.527,0.371/0.342/0.349,0.505/0.500/0.511,0.571/0.567/0.561,--/--/--,0.509/0.495/0.510,0.545/0.534/0.540,0.554/0.564/0.569,0.537/0.536/0.541,0.368/0.322/0.343
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n3,0.195/0.107/0.107,0.195/0.107/0.107,0.135/0.124/0.127,0.174/0.166/0.165,0.548/0.618/0.615,0.213/0.169/0.175,0.175/0.129/0.130,--/0.204/0.201,0.145/0.153/0.159,0.187/0.128/0.127,0.134/0.124/0.127
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n6,0.758/0.728/0.450,0.702/0.725/0.404,0.685/0.722/0.388,0.214/0.200/0.250,0.786/0.725/0.465,0.699/0.722/0.419,0.368/0.276/0.373,0.685/0.722/0.388,0.789/0.740/0.496,0.279/0.230/0.339,0.741/0.722/0.404
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n11,0.367/0.777/0.636,0.367/0.777/0.636,0.367/0.777/0.636,0.217/0.100/0.200,0.367/0.777/0.636,0.367/0.777/0.636,0.367/0.777/0.636,--/--/--,0.367/0.777/0.636,0.247/0.196/0.261,0.367/0.777/0.636
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Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/conditional_dataset_model_triplets_v2_standard.md
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# Conditional Dataset-Model Triplets (V2 Standard)
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Each cell is formatted as `v2/v3/v4` using the `v2_standard` comparison logic.
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| dataset_id | arf | bayesnet | ctgan | forestdiffusion | realtabformer | tabbyflow | tabddpm | tabdiff | tabpfgen | tabsyn | tvae |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| c2 | 0.790/0.786/0.786 | 0.822/0.820/0.820 | 0.778/0.778/0.778 | 0.170/0.170/0.170 | 0.788/0.820/0.820 | 0.222/0.222/0.222 | 0.182/0.182/0.182 | 0.222/0.221/0.221 | 0.714/0.714/0.714 | 0.217/0.218/0.218 | 0.768/0.810/0.810 |
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| c7 | 0.775/0.814/0.775 | 0.810/0.851/0.810 | 0.765/0.796/0.765 | 0.697/0.683/0.697 | 0.814/0.851/0.814 | 0.755/0.776/0.755 | 0.779/0.811/0.779 | 0.738/0.766/0.738 | 0.756/0.740/0.756 | 0.736/0.774/0.736 | 0.774/0.787/0.774 |
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| c14 | 0.220/0.404/0.247 | 0.461/0.466/0.494 | 0.498/0.470/0.516 | --/--/-- | 0.565/0.518/0.583 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | 0.249/0.230/0.241 | 0.367/0.332/0.354 |
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| m4 | 0.590/0.501/0.484 | 0.592/0.505/0.484 | 0.523/0.531/0.522 | 0.585/0.708/0.709 | 0.591/0.722/0.738 | 0.548/0.725/0.708 | 0.406/0.254/0.185 | 0.550/0.707/0.706 | 0.605/0.498/0.481 | 0.577/0.725/0.707 | 0.541/0.531/0.522 |
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| m6 | 0.506/0.405/0.445 | 0.475/0.336/0.371 | 0.418/0.246/0.323 | 0.410/0.232/0.313 | 0.486/0.358/0.399 | 0.443/0.283/0.348 | 0.231/0.183/0.186 | 0.458/0.290/0.360 | 0.427/0.238/0.331 | 0.457/0.293/0.365 | 0.310/0.211/0.245 |
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| m8 | 0.535/0.535/0.532 | 0.528/0.512/0.527 | 0.371/0.342/0.349 | 0.505/0.500/0.511 | 0.571/0.567/0.561 | --/--/-- | 0.509/0.495/0.510 | 0.545/0.534/0.540 | 0.554/0.564/0.569 | 0.537/0.536/0.541 | 0.368/0.322/0.343 |
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| n3 | 0.195/0.107/0.107 | 0.195/0.107/0.107 | 0.135/0.124/0.127 | 0.174/0.166/0.165 | 0.548/0.618/0.615 | 0.213/0.169/0.175 | 0.175/0.129/0.130 | --/0.204/0.201 | 0.145/0.153/0.159 | 0.187/0.128/0.127 | 0.134/0.124/0.127 |
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| n6 | 0.758/0.728/0.450 | 0.702/0.725/0.404 | 0.685/0.722/0.388 | 0.214/0.200/0.250 | 0.786/0.725/0.465 | 0.699/0.722/0.419 | 0.368/0.276/0.373 | 0.685/0.722/0.388 | 0.789/0.740/0.496 | 0.279/0.230/0.339 | 0.741/0.722/0.404 |
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| n11 | 0.367/0.777/0.636 | 0.367/0.777/0.636 | 0.367/0.777/0.636 | 0.217/0.100/0.200 | 0.367/0.777/0.636 | 0.367/0.777/0.636 | 0.367/0.777/0.636 | --/--/-- | 0.367/0.777/0.636 | 0.247/0.196/0.261 | 0.367/0.777/0.636 |
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Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/missingness_dataset_model_triplets_v2_standard.csv
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|
| 1 |
+
dataset_id,arf,bayesnet,ctgan,forestdiffusion,realtabformer,tabbyflow,tabddpm,tabdiff,tabpfgen,tabsyn,tvae
|
| 2 |
+
c2,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 3 |
+
c7,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 4 |
+
c14,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 5 |
+
m4,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 6 |
+
m6,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 7 |
+
m8,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 8 |
+
n3,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 9 |
+
n6,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
| 10 |
+
n11,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--,--/--/--
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/missingness_dataset_model_triplets_v2_standard.md
ADDED
|
@@ -0,0 +1,15 @@
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| 1 |
+
# Missingness Dataset-Model Triplets (V2 Standard)
|
| 2 |
+
|
| 3 |
+
Each cell is formatted as `v2/v3/v4` using the `v2_standard` comparison logic.
|
| 4 |
+
|
| 5 |
+
| dataset_id | arf | bayesnet | ctgan | forestdiffusion | realtabformer | tabbyflow | tabddpm | tabdiff | tabpfgen | tabsyn | tvae |
|
| 6 |
+
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|
| 7 |
+
| c2 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 8 |
+
| c7 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 9 |
+
| c14 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 10 |
+
| m4 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 11 |
+
| m6 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 12 |
+
| m8 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 13 |
+
| n3 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 14 |
+
| n6 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
| 15 |
+
| n11 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- | --/--/-- |
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/overall_dataset_model_triplets_v2_standard.csv
ADDED
|
@@ -0,0 +1,10 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset_id,arf,bayesnet,ctgan,forestdiffusion,realtabformer,tabbyflow,tabddpm,tabdiff,tabpfgen,tabsyn,tvae
|
| 2 |
+
c2,0.690/0.689/0.689,0.700/0.700/0.700,0.684/0.683/0.683,0.172/0.168/0.168,0.691/0.707/0.707,0.212/0.202/0.202,0.181/0.176/0.176,0.212/0.202/0.202,0.624/0.623/0.623,0.208/0.199/0.199,0.660/0.696/0.696
|
| 3 |
+
c7,0.674/0.686/0.674,0.693/0.705/0.693,0.676/0.686/0.676,0.637/0.631/0.639,0.694/0.706/0.694,0.646/0.654/0.646,0.685/0.695/0.685,0.640/0.650/0.640,0.650/0.646/0.650,0.626/0.638/0.626,0.667/0.665/0.667
|
| 4 |
+
c14,0.353/0.421/0.394,0.483/0.497/0.502,0.478/0.493/0.506,--/--/--,0.532/0.547/0.569,--/--/--,--/--/--,--/--/--,--/--/--,0.236/0.245/0.245,0.342/0.363/0.361
|
| 5 |
+
m4,0.591/0.441/0.433,0.568/0.441/0.434,0.545/0.458/0.460,0.574/0.611/0.613,0.584/0.614/0.621,0.570/0.627/0.624,0.391/0.203/0.180,0.558/0.614/0.619,0.595/0.443/0.438,0.592/0.639/0.641,0.548/0.452/0.454
|
| 6 |
+
m6,0.459/0.438/0.467,0.421/0.392/0.408,0.369/0.329/0.360,0.364/0.324/0.354,0.439/0.406/0.436,0.386/0.350/0.376,0.230/0.220/0.214,0.399/0.357/0.393,0.370/0.330/0.360,0.399/0.359/0.394,0.281/0.263/0.280
|
| 7 |
+
m8,0.512/0.540/0.519,0.500/0.509/0.503,0.375/0.359/0.358,0.487/0.518/0.497,0.534/0.568/0.549,--/--/--,0.485/0.507/0.493,0.516/0.546/0.525,0.520/0.552/0.539,0.513/0.548/0.527,0.357/0.339/0.342
|
| 8 |
+
n3,0.193/0.122/0.130,0.196/0.115/0.125,0.138/0.126/0.137,0.170/0.169/0.179,0.492/0.545/0.504,0.239/0.235/0.254,0.184/0.148/0.158,--/0.242/0.260,0.148/0.150/0.165,0.206/0.197/0.214,0.137/0.125/0.135
|
| 9 |
+
n6,0.558/0.561/0.477,0.492/0.488/0.415,0.514/0.525/0.437,0.150/0.142/0.150,0.566/0.567/0.485,0.419/0.439/0.346,0.320/0.297/0.316,0.410/0.430/0.334,0.574/0.581/0.502,0.188/0.165/0.192,0.537/0.541/0.449
|
| 10 |
+
n11,0.383/0.518/0.494,0.387/0.523/0.497,0.383/0.520/0.488,0.165/0.126/0.158,0.395/0.529/0.503,0.384/0.522/0.496,0.355/0.491/0.465,--/--/--,0.383/0.518/0.488,0.228/0.215/0.239,0.383/0.518/0.494
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/overall_dataset_model_triplets_v2_standard.md
ADDED
|
@@ -0,0 +1,15 @@
|
|
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|
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|
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|
|
|
|
|
|
|
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|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Overall Dataset-Model Triplets (V2 Standard)
|
| 2 |
+
|
| 3 |
+
Each cell is formatted as `v2/v3/v4` using the `v2_standard` comparison logic.
|
| 4 |
+
|
| 5 |
+
| dataset_id | arf | bayesnet | ctgan | forestdiffusion | realtabformer | tabbyflow | tabddpm | tabdiff | tabpfgen | tabsyn | tvae |
|
| 6 |
+
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|
| 7 |
+
| c2 | 0.690/0.689/0.689 | 0.700/0.700/0.700 | 0.684/0.683/0.683 | 0.172/0.168/0.168 | 0.691/0.707/0.707 | 0.212/0.202/0.202 | 0.181/0.176/0.176 | 0.212/0.202/0.202 | 0.624/0.623/0.623 | 0.208/0.199/0.199 | 0.660/0.696/0.696 |
|
| 8 |
+
| c7 | 0.674/0.686/0.674 | 0.693/0.705/0.693 | 0.676/0.686/0.676 | 0.637/0.631/0.639 | 0.694/0.706/0.694 | 0.646/0.654/0.646 | 0.685/0.695/0.685 | 0.640/0.650/0.640 | 0.650/0.646/0.650 | 0.626/0.638/0.626 | 0.667/0.665/0.667 |
|
| 9 |
+
| c14 | 0.353/0.421/0.394 | 0.483/0.497/0.502 | 0.478/0.493/0.506 | --/--/-- | 0.532/0.547/0.569 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | 0.236/0.245/0.245 | 0.342/0.363/0.361 |
|
| 10 |
+
| m4 | 0.591/0.441/0.433 | 0.568/0.441/0.434 | 0.545/0.458/0.460 | 0.574/0.611/0.613 | 0.584/0.614/0.621 | 0.570/0.627/0.624 | 0.391/0.203/0.180 | 0.558/0.614/0.619 | 0.595/0.443/0.438 | 0.592/0.639/0.641 | 0.548/0.452/0.454 |
|
| 11 |
+
| m6 | 0.459/0.438/0.467 | 0.421/0.392/0.408 | 0.369/0.329/0.360 | 0.364/0.324/0.354 | 0.439/0.406/0.436 | 0.386/0.350/0.376 | 0.230/0.220/0.214 | 0.399/0.357/0.393 | 0.370/0.330/0.360 | 0.399/0.359/0.394 | 0.281/0.263/0.280 |
|
| 12 |
+
| m8 | 0.512/0.540/0.519 | 0.500/0.509/0.503 | 0.375/0.359/0.358 | 0.487/0.518/0.497 | 0.534/0.568/0.549 | --/--/-- | 0.485/0.507/0.493 | 0.516/0.546/0.525 | 0.520/0.552/0.539 | 0.513/0.548/0.527 | 0.357/0.339/0.342 |
|
| 13 |
+
| n3 | 0.193/0.122/0.130 | 0.196/0.115/0.125 | 0.138/0.126/0.137 | 0.170/0.169/0.179 | 0.492/0.545/0.504 | 0.239/0.235/0.254 | 0.184/0.148/0.158 | --/0.242/0.260 | 0.148/0.150/0.165 | 0.206/0.197/0.214 | 0.137/0.125/0.135 |
|
| 14 |
+
| n6 | 0.558/0.561/0.477 | 0.492/0.488/0.415 | 0.514/0.525/0.437 | 0.150/0.142/0.150 | 0.566/0.567/0.485 | 0.419/0.439/0.346 | 0.320/0.297/0.316 | 0.410/0.430/0.334 | 0.574/0.581/0.502 | 0.188/0.165/0.192 | 0.537/0.541/0.449 |
|
| 15 |
+
| n11 | 0.383/0.518/0.494 | 0.387/0.523/0.497 | 0.383/0.520/0.488 | 0.165/0.126/0.158 | 0.395/0.529/0.503 | 0.384/0.522/0.496 | 0.355/0.491/0.465 | --/--/-- | 0.383/0.518/0.488 | 0.228/0.215/0.239 | 0.383/0.518/0.494 |
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/sanity_check_against_dataset_level_comparison.csv
ADDED
|
@@ -0,0 +1,55 @@
|
|
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|
|
|
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|
|
|
|
|
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|
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|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
metric,dataset_id,computed_v2,expected_v2,computed_v3,expected_v3,computed_v4,expected_v4
|
| 2 |
+
overall_score,c2,0.4575454358441559,0.458,0.45874601615151944,0.459,0.45874601615151944,0.459
|
| 3 |
+
overall_score,c7,0.6624730010157441,0.662,0.6692113993241371,0.669,0.6626571041744408,0.663
|
| 4 |
+
overall_score,c14,0.40408282721088434,0.404,0.42765727026970485,0.428,0.4296045155321759,0.43
|
| 5 |
+
overall_score,m4,0.5559465072062084,0.556,0.5037752018230892,0.504,0.501511177057031,0.502
|
| 6 |
+
overall_score,m6,0.3743199657164869,0.374,0.34244452835908273,0.342,0.3674749336161817,0.367
|
| 7 |
+
overall_score,m8,0.47987001310043664,0.48,0.49854888018625376,0.499,0.4850767552295082,0.485
|
| 8 |
+
overall_score,n3,0.21033032040816324,0.21,0.19756837978825753,0.198,0.20548431906910947,0.205
|
| 9 |
+
overall_score,n6,0.4297764476843911,0.43,0.430351200357698,0.43,0.37286571701101856,0.373
|
| 10 |
+
overall_score,n11,0.34446723858695655,0.344,0.44795796956372536,0.448,0.432150330103211,0.432
|
| 11 |
+
Cardinality_score,c2,0.3904866103896104,0.39,0.3940749428432688,0.394,0.3940749428432688,0.394
|
| 12 |
+
Cardinality_score,c7,0.5331777070707071,0.533,0.533177708972411,0.533,0.533177708972411,0.533
|
| 13 |
+
Cardinality_score,c14,0.43485090298507467,0.435,0.4348508903296662,0.435,0.4348508903296662,0.435
|
| 14 |
+
Cardinality_score,m4,0.5281331878787879,0.528,0.48818212954502394,0.488,0.48818212954502394,0.488
|
| 15 |
+
Cardinality_score,m6,0.2983618429752066,0.298,0.31166327295657337,0.312,0.31166327295657337,0.312
|
| 16 |
+
Cardinality_score,m8,0.45290528148148146,0.453,0.4607768205278465,0.461,0.4607768205278465,0.461
|
| 17 |
+
Cardinality_score,n3,0.20561128260869563,0.206,0.18427766219160466,0.184,0.18427766219160466,0.184
|
| 18 |
+
Cardinality_score,n6,0.32097653372434015,0.321,0.320976502587379,0.321,0.320976502587379,0.321
|
| 19 |
+
Cardinality_score,n11,0.26385907894736843,0.264,0.2638590905037044,0.264,0.2638590905037044,0.264
|
| 20 |
+
Conditional_score,c2,0.5158503993506494,0.516,0.5220270079901644,0.522,0.5220270079901644,0.522
|
| 21 |
+
Conditional_score,c7,0.7636365974025974,0.764,0.7862774701427494,0.786,0.7636365995630615,0.764
|
| 22 |
+
Conditional_score,c14,0.39339636150234747,0.393,0.40321419337206515,0.403,0.4058431650488703,0.406
|
| 23 |
+
Conditional_score,m4,0.5551772924242425,0.555,0.5825421640310243,0.583,0.5677393010748737,0.568
|
| 24 |
+
Conditional_score,m6,0.42019312972420836,0.42,0.2797932179207592,0.28,0.33503476297166457,0.335
|
| 25 |
+
Conditional_score,m8,0.5022290404255318,0.502,0.49062887441802283,0.491,0.49816976967000526,0.498
|
| 26 |
+
Conditional_score,n3,0.21023395647058823,0.21,0.18446825238620804,0.184,0.18540251562784335,0.185
|
| 27 |
+
Conditional_score,n6,0.609477716108453,0.609,0.591941447989946,0.592,0.39797422487192763,0.398
|
| 28 |
+
Conditional_score,n11,0.34010001718750005,0.34,0.6508536701910462,0.651,0.5551531649694165,0.555
|
| 29 |
+
Missingness_score,c2,,,,,,
|
| 30 |
+
Missingness_score,c7,,,,,,
|
| 31 |
+
Missingness_score,c14,,,,,,
|
| 32 |
+
Missingness_score,m4,,,,,,
|
| 33 |
+
Missingness_score,m6,,,,,,
|
| 34 |
+
Missingness_score,m8,,,,,,
|
| 35 |
+
Missingness_score,n3,,,,,,
|
| 36 |
+
Missingness_score,n6,,,,,,
|
| 37 |
+
Missingness_score,n11,,,,,,
|
| 38 |
+
Subgroup_score,c2,0.47428447178683386,0.474,0.4683459826268672,0.468,0.4683459826268672,0.468
|
| 39 |
+
Subgroup_score,c7,0.7121057131661442,0.712,0.7110416536789482,0.711,0.712673893690446,0.713
|
| 40 |
+
Subgroup_score,c14,0.3673296888888889,0.367,0.4252432185163791,0.425,0.4437615177694389,0.444
|
| 41 |
+
Subgroup_score,m4,0.5312698916083917,0.531,0.45938377066643293,0.459,0.4602837494125282,0.46
|
| 42 |
+
Subgroup_score,m6,0.36262536363636366,0.363,0.39360767069939356,0.394,0.40105283245585305,0.401
|
| 43 |
+
Subgroup_score,m8,0.5052329268292683,0.505,0.5058625472353901,0.506,0.4666391647134403,0.467
|
| 44 |
+
Subgroup_score,n3,0.21680160256410255,0.217,0.18650081531787482,0.187,0.24120155947743796,0.241
|
| 45 |
+
Subgroup_score,n6,0.4459775858585859,0.446,0.4279776753698336,0.428,0.44201425366440344,0.442
|
| 46 |
+
Subgroup_score,n11,0.4753949243902439,0.475,0.4741283390914969,0.474,0.4671989394880833,0.467
|
| 47 |
+
Tail_score,c2,0.3873939787234043,0.387,0.3907643444021835,0.391,0.3907643444021835,0.391
|
| 48 |
+
Tail_score,c7,0.5302061199226306,0.53,0.5302061165137059,0.53,0.5302061165137059,0.53
|
| 49 |
+
Tail_score,c14,0.4232842375886525,0.423,0.45095013600085193,0.451,0.43145226988835167,0.431
|
| 50 |
+
Tail_score,m4,0.6031502014742015,0.603,0.42787927111617385,0.428,0.40651000302536383,0.407
|
| 51 |
+
Tail_score,m6,0.40039596187683285,0.4,0.3950934449338648,0.395,0.4276666216841386,0.428
|
| 52 |
+
Tail_score,m8,0.43773170000000006,0.438,0.5411812984502614,0.541,0.5168680840732122,0.517
|
| 53 |
+
Tail_score,n3,0.2092875,0.209,0.2465124126806371,0.247,0.19344938900188702,0.193
|
| 54 |
+
Tail_score,n6,0.3417258465909091,0.342,0.3878930477099162,0.388,0.31580585445703596,0.316
|
| 55 |
+
Tail_score,n11,0.2950666804878049,0.295,0.36533558836476954,0.365,0.203975735568443,0.204
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/subgroup_dataset_model_triplets_v2_standard.csv
ADDED
|
@@ -0,0 +1,10 @@
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|
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|
|
|
|
|
|
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|
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|
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|
| 1 |
+
dataset_id,arf,bayesnet,ctgan,forestdiffusion,realtabformer,tabbyflow,tabddpm,tabdiff,tabpfgen,tabsyn,tvae
|
| 2 |
+
c2,0.744/0.747/0.747,0.742/0.744/0.744,0.740/0.740/0.740,0.153/0.142/0.142,0.750/0.753/0.753,0.190/0.160/0.160,0.159/0.145/0.145,0.190/0.160/0.160,0.666/0.660/0.660,0.187/0.159/0.159,0.696/0.742/0.742
|
| 3 |
+
c7,0.724/0.723/0.724,0.743/0.742/0.743,0.737/0.738/0.737,0.711/0.709/0.717,0.743/0.742/0.743,0.686/0.689/0.686,0.744/0.744/0.744,0.690/0.692/0.690,0.692/0.695/0.692,0.650/0.651/0.650,0.714/0.696/0.714
|
| 4 |
+
c14,0.348/0.386/0.395,0.452/0.502/0.521,0.440/0.498/0.521,--/--/--,0.499/0.549/0.570,--/--/--,--/--/--,--/--/--,--/--/--,0.188/0.239/0.287,0.277/0.378/0.369
|
| 5 |
+
m4,0.551/0.409/0.400,0.547/0.408/0.405,0.537/0.413/0.412,0.521/0.547/0.549,0.547/0.567/0.567,0.544/0.565/0.565,0.390/0.166/0.176,0.551/0.572/0.572,0.551/0.421/0.418,0.572/0.587/0.602,0.534/0.397/0.398
|
| 6 |
+
m6,0.422/0.459/0.466,0.409/0.446/0.446,0.364/0.398/0.407,0.358/0.379/0.384,0.412/0.450/0.459,0.379/0.409/0.426,0.248/0.256/0.244,0.388/0.417/0.433,0.348/0.398/0.406,0.390/0.415/0.429,0.272/0.303/0.314
|
| 7 |
+
m8,0.537/0.532/0.500,0.517/0.506/0.469,0.429/0.426/0.346,0.493/0.510/0.461,0.542/0.541/0.532,--/--/--,0.527/0.525/0.496,0.538/0.536/0.506,0.542/0.535/0.522,0.542/0.540/0.510,0.385/0.408/0.325
|
| 8 |
+
n3,0.217/0.115/0.164,0.218/0.105/0.152,0.144/0.121/0.161,0.179/0.144/0.192,0.474/0.530/0.487,0.247/0.207/0.314,0.187/0.147/0.190,--/0.229/0.339,0.146/0.151/0.201,0.212/0.183/0.297,0.144/0.121/0.156
|
| 9 |
+
n6,0.551/0.550/0.550,0.550/0.488/0.550,0.550/0.529/0.550,0.132/0.140/0.116,0.550/0.545/0.550,0.550/0.519/0.550,0.198/0.197/0.195,0.550/0.509/0.550,0.550/0.540/0.550,0.174/0.162/0.152,0.550/0.529/0.550
|
| 10 |
+
n11,0.550/0.550/0.550,0.557/0.550/0.550,0.550/0.550/0.531,0.149/0.146/0.127,0.550/0.550/0.537,0.550/0.550/0.550,0.550/0.550/0.550,--/--/--,0.550/0.550/0.531,0.198/0.196/0.196,0.550/0.550/0.550
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/subgroup_dataset_model_triplets_v2_standard.md
ADDED
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@@ -0,0 +1,15 @@
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|
|
|
|
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|
|
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|
|
|
|
| 1 |
+
# Subgroup Dataset-Model Triplets (V2 Standard)
|
| 2 |
+
|
| 3 |
+
Each cell is formatted as `v2/v3/v4` using the `v2_standard` comparison logic.
|
| 4 |
+
|
| 5 |
+
| dataset_id | arf | bayesnet | ctgan | forestdiffusion | realtabformer | tabbyflow | tabddpm | tabdiff | tabpfgen | tabsyn | tvae |
|
| 6 |
+
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|
| 7 |
+
| c2 | 0.744/0.747/0.747 | 0.742/0.744/0.744 | 0.740/0.740/0.740 | 0.153/0.142/0.142 | 0.750/0.753/0.753 | 0.190/0.160/0.160 | 0.159/0.145/0.145 | 0.190/0.160/0.160 | 0.666/0.660/0.660 | 0.187/0.159/0.159 | 0.696/0.742/0.742 |
|
| 8 |
+
| c7 | 0.724/0.723/0.724 | 0.743/0.742/0.743 | 0.737/0.738/0.737 | 0.711/0.709/0.717 | 0.743/0.742/0.743 | 0.686/0.689/0.686 | 0.744/0.744/0.744 | 0.690/0.692/0.690 | 0.692/0.695/0.692 | 0.650/0.651/0.650 | 0.714/0.696/0.714 |
|
| 9 |
+
| c14 | 0.348/0.386/0.395 | 0.452/0.502/0.521 | 0.440/0.498/0.521 | --/--/-- | 0.499/0.549/0.570 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | 0.188/0.239/0.287 | 0.277/0.378/0.369 |
|
| 10 |
+
| m4 | 0.551/0.409/0.400 | 0.547/0.408/0.405 | 0.537/0.413/0.412 | 0.521/0.547/0.549 | 0.547/0.567/0.567 | 0.544/0.565/0.565 | 0.390/0.166/0.176 | 0.551/0.572/0.572 | 0.551/0.421/0.418 | 0.572/0.587/0.602 | 0.534/0.397/0.398 |
|
| 11 |
+
| m6 | 0.422/0.459/0.466 | 0.409/0.446/0.446 | 0.364/0.398/0.407 | 0.358/0.379/0.384 | 0.412/0.450/0.459 | 0.379/0.409/0.426 | 0.248/0.256/0.244 | 0.388/0.417/0.433 | 0.348/0.398/0.406 | 0.390/0.415/0.429 | 0.272/0.303/0.314 |
|
| 12 |
+
| m8 | 0.537/0.532/0.500 | 0.517/0.506/0.469 | 0.429/0.426/0.346 | 0.493/0.510/0.461 | 0.542/0.541/0.532 | --/--/-- | 0.527/0.525/0.496 | 0.538/0.536/0.506 | 0.542/0.535/0.522 | 0.542/0.540/0.510 | 0.385/0.408/0.325 |
|
| 13 |
+
| n3 | 0.217/0.115/0.164 | 0.218/0.105/0.152 | 0.144/0.121/0.161 | 0.179/0.144/0.192 | 0.474/0.530/0.487 | 0.247/0.207/0.314 | 0.187/0.147/0.190 | --/0.229/0.339 | 0.146/0.151/0.201 | 0.212/0.183/0.297 | 0.144/0.121/0.156 |
|
| 14 |
+
| n6 | 0.551/0.550/0.550 | 0.550/0.488/0.550 | 0.550/0.529/0.550 | 0.132/0.140/0.116 | 0.550/0.545/0.550 | 0.550/0.519/0.550 | 0.198/0.197/0.195 | 0.550/0.509/0.550 | 0.550/0.540/0.550 | 0.174/0.162/0.152 | 0.550/0.529/0.550 |
|
| 15 |
+
| n11 | 0.550/0.550/0.550 | 0.557/0.550/0.550 | 0.550/0.550/0.531 | 0.149/0.146/0.127 | 0.550/0.550/0.537 | 0.550/0.550/0.550 | 0.550/0.550/0.550 | --/--/-- | 0.550/0.550/0.531 | 0.198/0.196/0.196 | 0.550/0.550/0.550 |
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/tail_dataset_model_triplets_v2_standard.csv
ADDED
|
@@ -0,0 +1,10 @@
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|
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|
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|
|
| 1 |
+
dataset_id,arf,bayesnet,ctgan,forestdiffusion,realtabformer,tabbyflow,tabddpm,tabdiff,tabpfgen,tabsyn,tvae
|
| 2 |
+
c2,0.544/0.544/0.544,0.546/0.548/0.548,0.542/0.540/0.540,0.195/0.194/0.194,0.544/0.556/0.556,0.222/0.221/0.221,0.200/0.200/0.200,0.222/0.222/0.222,0.503/0.505/0.505,0.221/0.219/0.219,0.522/0.548/0.548
|
| 3 |
+
c7,0.543/0.543/0.543,0.545/0.545/0.545,0.544/0.544/0.544,0.525/0.525/0.525,0.546/0.546/0.546,0.511/0.511/0.511,0.551/0.551/0.551,0.505/0.505/0.505,0.521/0.521/0.521,0.507/0.507/0.507,0.533/0.533/0.533
|
| 4 |
+
c14,0.387/0.420/0.434,0.490/0.496/0.466,0.478/0.515/0.499,--/--/--,0.541/0.604/0.607,--/--/--,--/--/--,--/--/--,--/--/--,0.288/0.288/0.230,0.356/0.382/0.353
|
| 5 |
+
m4,0.654/0.362/0.335,0.627/0.356/0.327,0.586/0.359/0.349,0.628/0.538/0.503,0.685/0.558/0.524,0.641/0.557/0.547,0.406/0.193/0.197,0.572/0.514/0.485,0.645/0.358/0.327,0.623/0.554/0.529,0.567/0.359/0.349
|
| 6 |
+
m6,0.544/0.495/0.557,0.471/0.458/0.489,0.380/0.378/0.415,0.378/0.400/0.421,0.504/0.463/0.531,0.387/0.398/0.417,0.239/0.241/0.229,0.411/0.410/0.463,0.389/0.395/0.404,0.410/0.411/0.461,0.291/0.297/0.318
|
| 7 |
+
m8,0.452/0.585/0.538,0.439/0.526/0.525,0.428/0.382/0.451,0.447/0.580/0.531,0.462/0.632/0.580,--/--/--,0.428/0.554/0.497,0.448/0.607/0.542,0.446/0.590/0.548,0.446/0.611/0.546,0.381/0.347/0.412
|
| 8 |
+
n3,0.207/0.173/0.151,0.238/0.158/0.150,0.143/0.161/0.167,0.167/0.201/0.199,0.398/0.596/0.367,0.241/0.299/0.186,0.192/0.184/0.176,--/0.319/0.213,0.143/0.190/0.198,0.219/0.275/0.155,0.143/0.156/0.167
|
| 9 |
+
n6,0.464/0.525/0.443,0.353/0.362/0.300,0.383/0.403/0.335,0.154/0.132/0.147,0.456/0.552/0.447,0.331/0.395/0.276,0.254/0.311/0.268,0.311/0.364/0.249,0.465/0.595/0.472,0.182/0.150/0.168,0.406/0.478/0.369
|
| 10 |
+
n11,0.327/0.408/0.200,0.327/0.418/0.200,0.326/0.418/0.200,0.146/0.142/0.200,0.343/0.417/0.240,0.326/0.418/0.200,0.325/0.418/0.200,--/--/--,0.326/0.408/0.200,0.180/0.200/0.200,0.326/0.408/0.200
|
Query/comparisons/common9_sql_rankstability_bundle_20260523/dataset_model_triplet_tables_v2_standard/tail_dataset_model_triplets_v2_standard.md
ADDED
|
@@ -0,0 +1,15 @@
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|
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|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
| 1 |
+
# Tail Dataset-Model Triplets (V2 Standard)
|
| 2 |
+
|
| 3 |
+
Each cell is formatted as `v2/v3/v4` using the `v2_standard` comparison logic.
|
| 4 |
+
|
| 5 |
+
| dataset_id | arf | bayesnet | ctgan | forestdiffusion | realtabformer | tabbyflow | tabddpm | tabdiff | tabpfgen | tabsyn | tvae |
|
| 6 |
+
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|
| 7 |
+
| c2 | 0.544/0.544/0.544 | 0.546/0.548/0.548 | 0.542/0.540/0.540 | 0.195/0.194/0.194 | 0.544/0.556/0.556 | 0.222/0.221/0.221 | 0.200/0.200/0.200 | 0.222/0.222/0.222 | 0.503/0.505/0.505 | 0.221/0.219/0.219 | 0.522/0.548/0.548 |
|
| 8 |
+
| c7 | 0.543/0.543/0.543 | 0.545/0.545/0.545 | 0.544/0.544/0.544 | 0.525/0.525/0.525 | 0.546/0.546/0.546 | 0.511/0.511/0.511 | 0.551/0.551/0.551 | 0.505/0.505/0.505 | 0.521/0.521/0.521 | 0.507/0.507/0.507 | 0.533/0.533/0.533 |
|
| 9 |
+
| c14 | 0.387/0.420/0.434 | 0.490/0.496/0.466 | 0.478/0.515/0.499 | --/--/-- | 0.541/0.604/0.607 | --/--/-- | --/--/-- | --/--/-- | --/--/-- | 0.288/0.288/0.230 | 0.356/0.382/0.353 |
|
| 10 |
+
| m4 | 0.654/0.362/0.335 | 0.627/0.356/0.327 | 0.586/0.359/0.349 | 0.628/0.538/0.503 | 0.685/0.558/0.524 | 0.641/0.557/0.547 | 0.406/0.193/0.197 | 0.572/0.514/0.485 | 0.645/0.358/0.327 | 0.623/0.554/0.529 | 0.567/0.359/0.349 |
|
| 11 |
+
| m6 | 0.544/0.495/0.557 | 0.471/0.458/0.489 | 0.380/0.378/0.415 | 0.378/0.400/0.421 | 0.504/0.463/0.531 | 0.387/0.398/0.417 | 0.239/0.241/0.229 | 0.411/0.410/0.463 | 0.389/0.395/0.404 | 0.410/0.411/0.461 | 0.291/0.297/0.318 |
|
| 12 |
+
| m8 | 0.452/0.585/0.538 | 0.439/0.526/0.525 | 0.428/0.382/0.451 | 0.447/0.580/0.531 | 0.462/0.632/0.580 | --/--/-- | 0.428/0.554/0.497 | 0.448/0.607/0.542 | 0.446/0.590/0.548 | 0.446/0.611/0.546 | 0.381/0.347/0.412 |
|
| 13 |
+
| n3 | 0.207/0.173/0.151 | 0.238/0.158/0.150 | 0.143/0.161/0.167 | 0.167/0.201/0.199 | 0.398/0.596/0.367 | 0.241/0.299/0.186 | 0.192/0.184/0.176 | --/0.319/0.213 | 0.143/0.190/0.198 | 0.219/0.275/0.155 | 0.143/0.156/0.167 |
|
| 14 |
+
| n6 | 0.464/0.525/0.443 | 0.353/0.362/0.300 | 0.383/0.403/0.335 | 0.154/0.132/0.147 | 0.456/0.552/0.447 | 0.331/0.395/0.276 | 0.254/0.311/0.268 | 0.311/0.364/0.249 | 0.465/0.595/0.472 | 0.182/0.150/0.168 | 0.406/0.478/0.369 |
|
| 15 |
+
| n11 | 0.327/0.408/0.200 | 0.327/0.418/0.200 | 0.326/0.418/0.200 | 0.146/0.142/0.200 | 0.343/0.417/0.240 | 0.326/0.418/0.200 | 0.325/0.418/0.200 | --/--/-- | 0.326/0.408/0.200 | 0.180/0.200/0.200 | 0.326/0.408/0.200 |
|