# Partner Ordering Prediction on Deal-or-No-Deal cross-domain transfer n=1695 turn snapshots Source: [Partner Ordering Prediction on Deal-or-No-Deal cross-domain transfer n=1695 turn snapshots]() Collection index: [llms.txt]() Data updated: 2026-05-07T08:36:17.715Z Evaluation of Partner Ordering Prediction performance on the Deal-or-No-Deal cross-domain transfer dataset (n=1695 turn snapshots), measured using metrics such as Brier score and NDCG. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Partner Ordering Prediction | | Dataset (including any stated split) | Deal-or-No-Deal cross-domain transfer n=1695 turn snapshots | | Metric | Brier Score | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 6 of 6 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Brier Score](): Lower is better; unit: SCALAR. - [EMA @ 2](): Higher is better; unit: PERCENT. - [EMA 1:3](): Higher is better; unit: PERCENT. - [NDCG 1:3](): Higher is better; unit: PERCENT. ## Recorded results | Method | Brier Score | Result date | Report paper | | --- | --- | --- | --- | | Few-shot | 0.1166 | Not recorded | 69fc1cac5497b3b670c88621 | | Few-shot | 0.1207 | Not recorded | 69fc1cac5497b3b670c88621 | | Bayesian transfer | 0.1335 | Not recorded | 69fc1cac5497b3b670c88621 | | Bayesian transfer | 0.1438 | Not recorded | 69fc1cac5497b3b670c88621 | | Rule baseline | 0.1605 | Not recorded | 69fc1cac5497b3b670c88621 | | Direct posterior | 0.319 | Not recorded | 69fc1cac5497b3b670c88621 | ### Few-shot Brier Score: 0.1166. Result ID: 69fc4e6447f34ce924df0561. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"strategy":"native empirical"}. This record does not assert independent reproduction. ### Few-shot Brier Score: 0.1207. Result ID: 69fc4e6447f34ce924df0562. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"strategy":"renamed empirical"}. This record does not assert independent reproduction. ### Bayesian transfer Brier Score: 0.1335. Result ID: 69fc4e6447f34ce924df0560. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"strategy":"renamed"}. This record does not assert independent reproduction. ### Bayesian transfer Brier Score: 0.1438. Result ID: 69fc4e6447f34ce924df055f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"strategy":"native"}. This record does not assert independent reproduction. ### Rule baseline Brier Score: 0.1605. Result ID: 69fc4e6447f34ce924df055e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Direct posterior Brier Score: 0.319. Result ID: 69fc4e6447f34ce924df055d. [Reporting paper]() Recorded evaluation configuration: {"strategy":"renamed"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.