# Online Bin Packing on Online BPP Weibull-5k (test) Source: [Online Bin Packing on Online BPP Weibull-5k (test)]() Collection index: [llms.txt]() Data updated: 2026-05-11T08:41:07.539Z Evaluation of Online Bin Packing algorithms on the test split of the Online BPP Weibull-5k dataset, measured by the Objective Gap percentage. 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 | Online Bin Packing | | Dataset (including any stated split) | Online BPP Weibull-5k (test) | | Metric | Objective Gap | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 28 of 28 | | 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 - [Objective Gap](): Lower is better; unit: PERCENT. ## Recorded results | Method | Objective Gap | Result date | Report paper | | --- | --- | --- | --- | | HMACE\* | 0.02 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.038 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.055 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.079 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.088 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.101 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.138 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.223 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.379 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.404 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.441 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.488 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.585 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.6 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 0.819 | Not recorded | 6a01625bdbc836b87d822ee4 | | Best Fit | 1.607 | Not recorded | 6a01625bdbc836b87d822ee4 | | First Fit | 1.729 | Not recorded | 6a01625bdbc836b87d822ee4 | | MCTS-AHD | 2.543 | Not recorded | 6a01625bdbc836b87d822ee4 | | MoH | 2.553 | Not recorded | 6a01625bdbc836b87d822ee4 | | HMACE\* | 2.595 | Not recorded | 6a01625bdbc836b87d822ee4 | | CORAL\* | 3.091 | Not recorded | 6a01625bdbc836b87d822ee4 | | FunSearch | 3.165 | Not recorded | 6a01625bdbc836b87d822ee4 | | EoH\* | 3.214 | Not recorded | 6a01625bdbc836b87d822ee4 | | EoH | 3.294 | Not recorded | 6a01625bdbc836b87d822ee4 | | ReEvo | 3.475 | Not recorded | 6a01625bdbc836b87d822ee4 | | HSEvo | 3.748 | Not recorded | 6a01625bdbc836b87d822ee4 | | Best Fit | 4.621 | Not recorded | 6a01625bdbc836b87d822ee4 | | First Fit | 5.038 | Not recorded | 6a01625bdbc836b87d822ee4 | ### HMACE\* Objective Gap: 0.02. Result ID: 6a01960b47f34ce924e37c35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"500","Item Size":"10k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.038. Result ID: 6a01960b47f34ce924e37c32. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"400","Item Size":"10k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.055. Result ID: 6a01960b47f34ce924e37c2f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"300","Item Size":"10k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.079. Result ID: 6a01960b47f34ce924e37c34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"500","Item Size":"5k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.088. Result ID: 6a01960b47f34ce924e37c31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"400","Item Size":"5k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.101. Result ID: 6a01960b47f34ce924e37c2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"200","Item Size":"10k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.138. Result ID: 6a01960b47f34ce924e37c2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"300","Item Size":"5k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.223. Result ID: 6a01960b47f34ce924e37c2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"200","Item Size":"5k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.379. Result ID: 6a01960b47f34ce924e37c33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"500","Item Size":"1k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.404. Result ID: 6a01960b47f34ce924e37c29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"10k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.441. Result ID: 6a01960b47f34ce924e37c38. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Item Size":"Average","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.488. Result ID: 6a01960b47f34ce924e37c30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"400","Item Size":"1k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.585. Result ID: 6a01960b47f34ce924e37c28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"5k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.6. Result ID: 6a01960b47f34ce924e37c2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"300","Item Size":"1k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 0.819. Result ID: 6a01960b47f34ce924e37c2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"200","Item Size":"1k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### Best Fit Objective Gap: 1.607. Result ID: 6a01960b47f34ce924e37c36. [Reporting paper]() Recorded evaluation configuration: {"Item Size":"Average"}. This record does not assert independent reproduction. ### First Fit Objective Gap: 1.729. Result ID: 6a01960b47f34ce924e37c37. [Reporting paper]() Recorded evaluation configuration: {"Item Size":"Average"}. This record does not assert independent reproduction. ### MCTS-AHD Objective Gap: 2.543. Result ID: 6a01960b47f34ce924e37c23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. ### MoH Objective Gap: 2.553. Result ID: 6a01960b47f34ce924e37c24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. ### HMACE\* Objective Gap: 2.595. Result ID: 6a01960b47f34ce924e37c27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### CORAL\* Objective Gap: 3.091. Result ID: 6a01960b47f34ce924e37c26. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### FunSearch Objective Gap: 3.165. Result ID: 6a01960b47f34ce924e37c1f. [Reporting paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. ### EoH\* Objective Gap: 3.214. Result ID: 6a01960b47f34ce924e37c25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k","Evaluation Model":"GPT-5.4"}. This record does not assert independent reproduction. ### EoH Objective Gap: 3.294. Result ID: 6a01960b47f34ce924e37c20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. ### ReEvo Objective Gap: 3.475. Result ID: 6a01960b47f34ce924e37c21. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. ### HSEvo Objective Gap: 3.748. Result ID: 6a01960b47f34ce924e37c22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. ### Best Fit Objective Gap: 4.621. Result ID: 6a01960b47f34ce924e37c1d. [Reporting paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. ### First Fit Objective Gap: 5.038. Result ID: 6a01960b47f34ce924e37c1e. [Reporting paper]() Recorded evaluation configuration: {"Bin Capacity":"100","Item Size":"1k"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.