# Allocative Efficiency Prediction on Double Auction AE Round 1 (test) Source: [Allocative Efficiency Prediction on Double Auction AE Round 1 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-21T12:46:24.486Z Evaluation of models on the Double Auction AE Round 1 test set, measured by Mean Absolute Percentage Error (MAPE). 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 | Allocative Efficiency Prediction | | Dataset (including any stated split) | Double Auction AE Round 1 (test) | | Metric | MAPE | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 - [MAPE](): Lower is better; unit: PERCENT. ## Recorded results | Method | MAPE | Result date | Report paper | | --- | --- | --- | --- | | GBT | 10.2 | Not recorded | 69e704df7d0172140ec7f0a7 | | GBT | 10.4 | Not recorded | 69e704df7d0172140ec7f0a7 | | CEMH | 10.5 | Not recorded | 69e704df7d0172140ec7f0a7 | | CEMH | 11.6 | Not recorded | 69e704df7d0172140ec7f0a7 | | GBT | 13.1 | Not recorded | 69e704df7d0172140ec7f0a7 | | OB-RLM | 16.4 | Not recorded | 69e704df7d0172140ec7f0a7 | | OB-RLM | 16.6 | Not recorded | 69e704df7d0172140ec7f0a7 | | GBT | 16.8 | Not recorded | 69e704df7d0172140ec7f0a7 | | CEMH | 17.3 | Not recorded | 69e704df7d0172140ec7f0a7 | | CEMH | 18.1 | Not recorded | 69e704df7d0172140ec7f0a7 | | OB-RLM | 18.5 | Not recorded | 69e704df7d0172140ec7f0a7 | | OB-RLM | 21.6 | Not recorded | 69e704df7d0172140ec7f0a7 | | EMH | 23.1 | Not recorded | 69e704df7d0172140ec7f0a7 | | EMH | 39 | Not recorded | 69e704df7d0172140ec7f0a7 | | EMH | 39.4 | Not recorded | 69e704df7d0172140ec7f0a7 | | EMH | 50 | Not recorded | 69e704df7d0172140ec7f0a7 | ### GBT MAPE: 10.2. Result ID: 69e7708047f34ce924cf2005. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Market size":"Large"}. This record does not assert independent reproduction. ### GBT MAPE: 10.4. Result ID: 69e7708047f34ce924cf1ffd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# realizations":"1+"}. This record does not assert independent reproduction. ### CEMH MAPE: 10.5. Result ID: 69e7708047f34ce924cf2003. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Market size":"Large"}. This record does not assert independent reproduction. ### CEMH MAPE: 11.6. Result ID: 69e7708047f34ce924cf1ffb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# realizations":"1+"}. This record does not assert independent reproduction. ### GBT MAPE: 13.1. Result ID: 69e7708047f34ce924cf2001. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Market size":"Small"}. This record does not assert independent reproduction. ### OB-RLM MAPE: 16.4. Result ID: 69e7708047f34ce924cf1ffc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# realizations":"1+"}. This record does not assert independent reproduction. ### OB-RLM MAPE: 16.6. Result ID: 69e7708047f34ce924cf2004. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Market size":"Large"}. This record does not assert independent reproduction. ### GBT MAPE: 16.8. Result ID: 69e7708047f34ce924cf1ff9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# realizations":"0"}. This record does not assert independent reproduction. ### CEMH MAPE: 17.3. Result ID: 69e7708047f34ce924cf1ff7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# realizations":"0"}. This record does not assert independent reproduction. ### CEMH MAPE: 18.1. Result ID: 69e7708047f34ce924cf1fff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Market size":"Small"}. This record does not assert independent reproduction. ### OB-RLM MAPE: 18.5. Result ID: 69e7708047f34ce924cf2000. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Market size":"Small"}. This record does not assert independent reproduction. ### OB-RLM MAPE: 21.6. Result ID: 69e7708047f34ce924cf1ff8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# realizations":"0"}. This record does not assert independent reproduction. ### EMH MAPE: 23.1. Result ID: 69e7708047f34ce924cf1ffe. [Reporting paper]() Recorded evaluation configuration: {"Market size":"Small"}. This record does not assert independent reproduction. ### EMH MAPE: 39. Result ID: 69e7708047f34ce924cf1ffa. [Reporting paper]() Recorded evaluation configuration: {"# realizations":"1+"}. This record does not assert independent reproduction. ### EMH MAPE: 39.4. Result ID: 69e7708047f34ce924cf2002. [Reporting paper]() Recorded evaluation configuration: {"Market size":"Large"}. This record does not assert independent reproduction. ### EMH MAPE: 50. Result ID: 69e7708047f34ce924cf1ff6. [Reporting paper]() Recorded evaluation configuration: {"# realizations":"0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.