# DAG Scheduling on TPC-H Full Generalization 150 tasks Source: [DAG Scheduling on TPC-H Full Generalization 150 tasks]() Collection index: [llms.txt]() Data updated: 2026-03-25T15:08:31.019Z Evaluation of DAG scheduling performance using the TPC-H Full Generalization 150 tasks configuration, reporting Makespan, Improvement, and Time metrics. 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 | DAG Scheduling | | Dataset (including any stated split) | TPC-H Full Generalization 150 tasks | | Metric | Makespan | | Unit | TIME | | 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 - [Makespan](): Lower is better; unit: TIME. - [Improvement (%)](): Higher is better; unit: PERCENT. - [Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Makespan | Result date | Report paper | | --- | --- | --- | --- | | WeCAN-S(256) | 24338 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN-Greedy | 24761 | Not recorded | 69c36c500636e5bf4afc67bd | | PPO-BiHyb | 25607 | Not recorded | 69c36c500636e5bf4afc67bd | | One-Shot-S(256) | 25679 | Not recorded | 69c36c500636e5bf4afc67bd | | IPPTS | 26215 | Not recorded | 69c36c500636e5bf4afc67bd | | HEFT | 27415 | Not recorded | 69c36c500636e5bf4afc67bd | | PEFT | 27943 | Not recorded | 69c36c500636e5bf4afc67bd | | Tetris | 30552 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN-S(256) | 95491 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN-Greedy | 96225 | Not recorded | 69c36c500636e5bf4afc67bd | | One-Shot-S(256) | 101690 | Not recorded | 69c36c500636e5bf4afc67bd | | PPO-BiHyb | 102770 | Not recorded | 69c36c500636e5bf4afc67bd | | IPPTS | 106372 | Not recorded | 69c36c500636e5bf4afc67bd | | HEFT | 108285 | Not recorded | 69c36c500636e5bf4afc67bd | | PEFT | 108490 | Not recorded | 69c36c500636e5bf4afc67bd | | Tetris | 109079 | Not recorded | 69c36c500636e5bf4afc67bd | ### WeCAN-S(256) Makespan: 24338. Result ID: 69c3fa5e47f34ce924ae0f93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resource Pools":"12","Sample size":"256"}. This record does not assert independent reproduction. ### WeCAN-Greedy Makespan: 24761. Result ID: 69c3fa5e47f34ce924ae0f92. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resource Pools":"12","Decoding":"Greedy"}. This record does not assert independent reproduction. ### PPO-BiHyb Makespan: 25607. Result ID: 69c3fa5e47f34ce924ae0f90. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### One-Shot-S(256) Makespan: 25679. Result ID: 69c3fa5e47f34ce924ae0f91. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12","Sample size":"256"}. This record does not assert independent reproduction. ### IPPTS Makespan: 26215. Result ID: 69c3fa5e47f34ce924ae0f8f. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### HEFT Makespan: 27415. Result ID: 69c3fa5e47f34ce924ae0f8d. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### PEFT Makespan: 27943. Result ID: 69c3fa5e47f34ce924ae0f8e. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### Tetris Makespan: 30552. Result ID: 69c3fa5e47f34ce924ae0f8c. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### WeCAN-S(256) Makespan: 95491. Result ID: 69c3fa5e47f34ce924ae0f83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resource Pools":"3","Sample size":"256"}. This record does not assert independent reproduction. ### WeCAN-Greedy Makespan: 96225. Result ID: 69c3fa5e47f34ce924ae0f82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resource Pools":"3","Decoding":"Greedy"}. This record does not assert independent reproduction. ### One-Shot-S(256) Makespan: 101690. Result ID: 69c3fa5e47f34ce924ae0f81. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3","Sample size":"256"}. This record does not assert independent reproduction. ### PPO-BiHyb Makespan: 102770. Result ID: 69c3fa5e47f34ce924ae0f80. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### IPPTS Makespan: 106372. Result ID: 69c3fa5e47f34ce924ae0f7f. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### HEFT Makespan: 108285. Result ID: 69c3fa5e47f34ce924ae0f7d. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### PEFT Makespan: 108490. Result ID: 69c3fa5e47f34ce924ae0f7e. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### Tetris Makespan: 109079. Result ID: 69c3fa5e47f34ce924ae0f7c. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.