calhousing
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Second-order Shapley interaction value runtime calculation | CalHousing | Runtime (s)0.001 | 12 | |
| Binary Classification | calhousing | AUC96.67 | 10 | |
| First-order Shapley value calculation | CalHousing (sparse setting) | Runtime (s)0.035 | 6 | |
| First-order Shapley value calculation | CalHousing large setting | Runtime (s)2.705 | 6 | |
| First-order Shapley value calculation | CalHousing small setting | Runtime (s)0.001 | 6 | |
| Third-order Shapley interaction calculation | CalHousing sparse | Runtime1.362 | 2 | |
| Third-order Shapley interaction calculation | CalHousing small | Runtime0.014 | 2 |
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