User Response Prediction on WorldValuesBench (held-out users)
0.1347Brier Scorenonadaptive
Evaluation Results
| Method | Links | |
|---|---|---|
| nonadaptiveQuery budget (T)=202026.05 | 0.1347 | |
| nonadaptiveQuery budget (T)=302026.05 | 0.1352 | |
| nonadaptiveQuery budget (T)=502026.05 | 0.1363 | |
| nonadaptiveQuery budget (T)=152026.05 | 0.1364 | |
| greedyQuery budget (T)=302026.05 | 0.1375 | |
| greedyQuery budget (T)=202026.05 | 0.1376 | |
| greedyQuery budget (T)=152026.05 | 0.1377 | |
| greedyQuery budget (T)=502026.05 | 0.1377 | |
| randomQuery budget (T)=502026.05 | 0.1378 | |
| randomQuery budget (T)=862026.05 | 0.1378 | |
| random_fixedQuery budget (T)=862026.05 | 0.1378 | |
| nonadaptiveQuery budget (T)=862026.05 | 0.1378 | |
| greedyQuery budget (T)=862026.05 | 0.1378 | |
| greedyQuery budget (T)=102026.05 | 0.1382 | |
| randomQuery budget (T)=302026.05 | 0.1384 | |
| randomQuery budget (T)=202026.05 | 0.1388 | |
| CAT-GRMQuery budget (T)=862026.05 | 0.1391 | |
| randomQuery budget (T)=152026.05 | 0.1393 | |
| random_fixedQuery budget (T)=502026.05 | 0.1393 | |
| CAT-MGRMQuery budget (T)=862026.05 | 0.1394 | |
| nonadaptiveQuery budget (T)=102026.05 | 0.1397 | |
| greedyQuery budget (T)=52026.05 | 0.1398 | |
| CAT-MGRMQuery budget (T)=302026.05 | 0.14 | |
| CAT-MGRMQuery budget (T)=502026.05 | 0.14 | |
| randomQuery budget (T)=102026.05 | 0.1402 | |
| CAT-MGRMQuery budget (T)=202026.05 | 0.1404 | |
| CAT-GRMQuery budget (T)=502026.05 | 0.1407 | |
| random_fixedQuery budget (T)=102026.05 | 0.141 | |
| CAT-GPCMQuery budget (T)=862026.05 | 0.141 | |
| CAT-MGRMQuery budget (T)=152026.05 | 0.1411 | |
| CAT-MGPCMQuery budget (T)=862026.05 | 0.1412 | |
| randomQuery budget (T)=52026.05 | 0.1414 | |
| CAT-MGPCMQuery budget (T)=502026.05 | 0.1416 | |
| random_fixedQuery budget (T)=152026.05 | 0.1419 | |
| CAT-GRMQuery budget (T)=302026.05 | 0.1419 | |
| random_fixedQuery budget (T)=202026.05 | 0.1421 | |
| nonadaptiveQuery budget (T)=52026.05 | 0.1421 | |
| CAT-GPCMQuery budget (T)=502026.05 | 0.1422 | |
| CAT-MGRMQuery budget (T)=102026.05 | 0.1423 | |
| random_fixedQuery budget (T)=52026.05 | 0.1424 | |
| random_fixedQuery budget (T)=302026.05 | 0.1424 | |
| CAT-MGPCMQuery budget (T)=302026.05 | 0.1428 | |
| CAT-GRMQuery budget (T)=202026.05 | 0.1435 | |
| CAT-MGRMQuery budget (T)=52026.05 | 0.1436 | |
| CAT-GPCMQuery budget (T)=302026.05 | 0.1437 | |
| CAT-MGPCMQuery budget (T)=202026.05 | 0.144 | |
| CAT-MGPCMQuery budget (T)=152026.05 | 0.1444 | |
| CAT-GRMQuery budget (T)=152026.05 | 0.1449 | |
| CAT-MGPCMQuery budget (T)=102026.05 | 0.1455 | |
| CAT-GPCMQuery budget (T)=202026.05 | 0.1457 | |
| CAT-GRMQuery budget (T)=102026.05 | 0.146 | |
| CAT-GRMQuery budget (T)=52026.05 | 0.1467 | |
| CAT-GPCMQuery budget (T)=152026.05 | 0.1468 | |
| CAT-MGPCMQuery budget (T)=52026.05 | 0.1476 | |
| CAT-GPCMQuery budget (T)=102026.05 | 0.1484 | |
| CAT-GPCMQuery budget (T)=52026.05 | 0.1509 |