run_id stringlengths 9 34 | dataset stringlengths 4 13 | model stringclasses 6
values | backend stringclasses 3
values | method stringclasses 6
values | num_records int64 800 1k | fidelity float64 0.39 0.99 | privacy float64 0 1 | utility float64 0 0.94 | fairness float64 0 0.95 ⌀ | gen_seconds float64 0.07 6.22 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|
seed_openml_45040 | openml_45040 | datadesigner · conditional-target | datadesigner | conditional-target | 800 | 0.887796 | 1 | 0.932608 | 0.413915 | null |
seed_openml_45040 | openml_45040 | datadesigner · samplers | datadesigner | samplers | 800 | 0.875361 | 1 | 0.708123 | 0.33301 | null |
seed_openml_45040 | openml_45040 | sdv · gaussiancopula | sdv | gaussiancopula | 800 | 0.885395 | 1 | 0.918298 | 0.173402 | null |
seed_adult | adult | datadesigner · conditional-target | datadesigner | conditional-target | 800 | 0.794275 | 1 | 0.617557 | 0.117369 | null |
seed_adult | adult | datadesigner · samplers | datadesigner | samplers | 800 | 0.785415 | 1 | 0.044021 | 0 | null |
seed_adult | adult | sdv · gaussiancopula | sdv | gaussiancopula | 800 | 0.804551 | 1 | 0.188757 | 0.397012 | null |
seed_german | german | datadesigner · conditional-target | datadesigner | conditional-target | 800 | 0.860786 | 1 | 0.856568 | 0.847597 | null |
seed_german | german | datadesigner · samplers | datadesigner | samplers | 800 | 0.85268 | 1 | 0.813559 | 0.927865 | null |
seed_german | german | sdv · gaussiancopula | sdv | gaussiancopula | 800 | 0.914196 | 1 | 0.818692 | 0.908696 | null |
seed_bank | bank | datadesigner · conditional-target | datadesigner | conditional-target | 800 | 0.702286 | 1 | 0.339428 | 0.923167 | null |
seed_bank | bank | datadesigner · samplers | datadesigner | samplers | 800 | 0.706534 | 1 | 0.003362 | 0.833037 | null |
seed_bank | bank | sdv · gaussiancopula | sdv | gaussiancopula | 800 | 0.804253 | 1 | 0.160414 | 0.814103 | null |
seed_compas | compas | datadesigner · conditional-target | datadesigner | conditional-target | 800 | 0.591659 | 0.85375 | 0.606274 | 0.264107 | null |
seed_compas | compas | datadesigner · samplers | datadesigner | samplers | 800 | 0.608138 | 0.8725 | 0.108898 | 0.005571 | null |
seed_compas | compas | sdv · gaussiancopula | sdv | gaussiancopula | 800 | 0.636034 | 0.9925 | 0.374182 | 0 | null |
anchors_openml_45040 | openml_45040 | sdgym · data_identity | sdgym | data_identity | 800 | 0.903795 | 0 | 0.932522 | 0.634633 | 5.775495 |
anchors_openml_45040 | openml_45040 | sdgym · column | sdgym | column | 800 | 0.69519 | 1 | 0.125696 | 0.487857 | 5.317105 |
anchors_openml_45040 | openml_45040 | sdgym · uniform | sdgym | uniform | 800 | 0.625354 | 1 | 0.501688 | 0.070999 | 4.940228 |
anchors_adult | adult | sdgym · data_identity | sdgym | data_identity | 800 | 0.963172 | 0 | 0.613385 | 0.137811 | 4.549356 |
anchors_adult | adult | sdgym · column | sdgym | column | 800 | 0.722195 | 1 | 0.093829 | 0.332134 | 6.22313 |
anchors_adult | adult | sdgym · uniform | sdgym | uniform | 800 | 0.44609 | 1 | 0.38836 | 0.611246 | 4.746363 |
anchors_german | german | sdgym · data_identity | sdgym | data_identity | 800 | 0.988565 | 0 | 0.846206 | 0.860363 | 4.340165 |
anchors_german | german | sdgym · column | sdgym | column | 800 | 0.740686 | 1 | 0.398821 | 0.629353 | 4.323419 |
anchors_german | german | sdgym · uniform | sdgym | uniform | 800 | 0.616017 | 1 | 0.276888 | 0.339768 | 4.166764 |
anchors_bank | bank | sdgym · data_identity | sdgym | data_identity | 800 | 0.603406 | 0 | 0.21003 | 0.900066 | 4.471727 |
anchors_bank | bank | sdgym · column | sdgym | column | 800 | 0.773907 | 1 | 0.200494 | 0.693753 | 5.970076 |
anchors_bank | bank | sdgym · uniform | sdgym | uniform | 800 | 0.447505 | 1 | 0.189511 | 0.716005 | 4.654948 |
anchors_compas | compas | sdgym · data_identity | sdgym | data_identity | 800 | 0.886672 | 0 | 0.576808 | 0.206279 | 5.0349 |
anchors_compas | compas | sdgym · column | sdgym | column | 800 | 0.61002 | 0.99875 | 0.020625 | 0 | 5.266377 |
anchors_compas | compas | sdgym · uniform | sdgym | uniform | 800 | 0.392243 | 1 | 0.612839 | 0 | 5.490493 |
server_20260727_1604_openml_45040 | openml_45040 | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.891141 | 1 | 0.937607 | 0.39675 | 0.23218 |
server_20260727_1604_openml_45040 | openml_45040 | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.869699 | 1 | 0.727645 | 0.473458 | 0.119985 |
server_20260727_1604_adult | adult | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.800182 | 1 | 0.623029 | 0.078058 | 0.178818 |
server_20260727_1604_adult | adult | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.793824 | 1 | 0.045562 | 0 | 0.124095 |
server_20260727_1604_german | german | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.855731 | 1 | 0.853872 | 0.856806 | 0.214653 |
server_20260727_1604_german | german | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.869561 | 1 | 0.814949 | 0.950617 | 0.13702 |
server_20260727_1604_bank | bank | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.725414 | 1 | 0.302387 | 0.808126 | 0.171571 |
server_20260727_1604_bank | bank | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.729596 | 1 | 0.006826 | 0 | 0.118369 |
server_20260727_1604_compas | compas | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.7972 | 0.888 | 0.59931 | 0.14613 | 0.132304 |
server_20260727_1604_compas | compas | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.8001 | 0.905 | 0.294623 | 0 | 0.091226 |
server_20260727_1604_shoppers | shoppers | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.751528 | 1 | 0.474756 | null | 0.208539 |
server_20260727_1604_shoppers | shoppers | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.756869 | 1 | 0.022388 | null | 0.11272 |
server_20260727_1604_magic | magic | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.717834 | 1 | 0.666022 | null | 0.103527 |
server_20260727_1604_magic | magic | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.716568 | 1 | 0.080963 | null | 0.09276 |
server_20260727_1604_default | default | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.703904 | 1 | 0.361732 | null | 0.21276 |
server_20260727_1604_default | default | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.710259 | 1 | 0 | null | 0.158219 |
server_20260727_1604_diabetes_pima | diabetes_pima | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.769104 | 1 | 0.65 | null | 0.094309 |
server_20260727_1604_diabetes_pima | diabetes_pima | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.760154 | 1 | 0.029197 | null | 0.09189 |
server_20260727_1604_beijing | beijing | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.703056 | 1 | 0.478159 | null | 0.432811 |
server_20260727_1604_beijing | beijing | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.697976 | 1 | 0 | null | 0.073635 |
server_20260727_1604_news | news | datadesigner · conditional-target | datadesigner | conditional-target | 1,000 | 0.687854 | 1 | 0 | null | 0.730162 |
server_20260727_1604_news | news | datadesigner · samplers | datadesigner | samplers | 1,000 | 0.689294 | 1 | 0 | null | 0.322949 |
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