# Competitive Equilibrium Price (CEP) Prediction on CEP Price Realizations Analysis (test) Source: [Competitive Equilibrium Price (CEP) Prediction on CEP Price Realizations Analysis (test)]() Collection index: [llms.txt]() Data updated: 2026-04-21T12:46:24.427Z Evaluation of Competitive Equilibrium Price (CEP) Prediction models using the test split of the CEP Price Realizations Analysis dataset, 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 | Competitive Equilibrium Price (CEP) Prediction | | Dataset (including any stated split) | CEP Price Realizations Analysis (test) | | Metric | MAPE | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 12 of 12 | | 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 | | --- | --- | --- | --- | | OB-RLM | 4.8 | Not recorded | 69e704df7d0172140ec7f0a7 | | GBT | 5.1 | Not recorded | 69e704df7d0172140ec7f0a7 | | CEMH | 5.5 | Not recorded | 69e704df7d0172140ec7f0a7 | | OB-RLM | 6.1 | Not recorded | 69e704df7d0172140ec7f0a7 | | EMH | 6.2 | Not recorded | 69e704df7d0172140ec7f0a7 | | GBT | 7.7 | Not recorded | 69e704df7d0172140ec7f0a7 | | CEMH | 9.2 | Not recorded | 69e704df7d0172140ec7f0a7 | | GBT | 9.9 | Not recorded | 69e704df7d0172140ec7f0a7 | | EMH | 10.9 | Not recorded | 69e704df7d0172140ec7f0a7 | | OB-RLM | 10.9 | Not recorded | 69e704df7d0172140ec7f0a7 | | GBT | 13.5 | Not recorded | 69e704df7d0172140ec7f0a7 | | OB-RLM | 19.1 | Not recorded | 69e704df7d0172140ec7f0a7 | ### OB-RLM MAPE: 4.8. Result ID: 69e7708047f34ce924cf1fe4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"2+","Price realizations":"1+"}. This record does not assert independent reproduction. ### GBT MAPE: 5.1. Result ID: 69e7708047f34ce924cf1fe5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"2+","Price realizations":"1+"}. This record does not assert independent reproduction. ### CEMH MAPE: 5.5. Result ID: 69e7708047f34ce924cf1fe3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"2+","Price realizations":"1+"}. This record does not assert independent reproduction. ### OB-RLM MAPE: 6.1. Result ID: 69e7708047f34ce924cf1fde. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"1","Price realizations":"1+"}. This record does not assert independent reproduction. ### EMH MAPE: 6.2. Result ID: 69e7708047f34ce924cf1fe2. [Reporting paper]() Recorded evaluation configuration: {"Round":"2+","Price realizations":"1+"}. This record does not assert independent reproduction. ### GBT MAPE: 7.7. Result ID: 69e7708047f34ce924cf1fdf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"1","Price realizations":"1+"}. This record does not assert independent reproduction. ### CEMH MAPE: 9.2. Result ID: 69e7708047f34ce924cf1fdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"1","Price realizations":"1+"}. This record does not assert independent reproduction. ### GBT MAPE: 9.9. Result ID: 69e7708047f34ce924cf1fe1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"2+","Price realizations":"0"}. This record does not assert independent reproduction. ### EMH MAPE: 10.9. Result ID: 69e7708047f34ce924cf1fdc. [Reporting paper]() Recorded evaluation configuration: {"Round":"1","Price realizations":"1+"}. This record does not assert independent reproduction. ### OB-RLM MAPE: 10.9. Result ID: 69e7708047f34ce924cf1fe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"2+","Price realizations":"0"}. This record does not assert independent reproduction. ### GBT MAPE: 13.5. Result ID: 69e7708047f34ce924cf1fdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"1","Price realizations":"0"}. This record does not assert independent reproduction. ### OB-RLM MAPE: 19.1. Result ID: 69e7708047f34ce924cf1fda. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Round":"1","Price realizations":"0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.