collins
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Data Synthesis Fidelity | collins | KS Test Statistic0.63 | 30 | |
| Tabular Data Synthesis | collins | Inverse KL0.22 | 15 | |
| Tabular Data Synthesis | collins | Chi-Squared Result0.02 | 15 | |
| Classification | collins | Balanced Accuracy17.6 | 13 | |
| Tabular Classification | collins UCI (test) | Balanced Acc17.45 | 3 | |
| Delta-presence Evaluation | collins real-world (train) | Delta Presence0.39 | 1 | |
| DCR Evaluation | collins | DCR0.38 | 1 |
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