# DAG Scheduling on TPC-H Full Generalization 200 tasks Source: [DAG Scheduling on TPC-H Full Generalization 200 tasks]() Collection index: [llms.txt]() Data updated: 2026-03-25T15:08:31.053Z Evaluation of DAG scheduling performance on the TPC-H Full Generalization 200 tasks dataset, 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 200 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) | 31422 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN-Greedy | 31864 | Not recorded | 69c36c500636e5bf4afc67bd | | One-Shot-S(256) | 33016 | Not recorded | 69c36c500636e5bf4afc67bd | | PPO-BiHyb | 33358 | Not recorded | 69c36c500636e5bf4afc67bd | | IPPTS | 33942 | Not recorded | 69c36c500636e5bf4afc67bd | | HEFT | 34834 | Not recorded | 69c36c500636e5bf4afc67bd | | PEFT | 35539 | Not recorded | 69c36c500636e5bf4afc67bd | | Tetris | 37737 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN-S(256) | 124140 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN-Greedy | 124345 | Not recorded | 69c36c500636e5bf4afc67bd | | One-Shot-S(256) | 131941 | Not recorded | 69c36c500636e5bf4afc67bd | | PPO-BiHyb | 134341 | Not recorded | 69c36c500636e5bf4afc67bd | | IPPTS | 136992 | Not recorded | 69c36c500636e5bf4afc67bd | | HEFT | 139094 | Not recorded | 69c36c500636e5bf4afc67bd | | PEFT | 140154 | Not recorded | 69c36c500636e5bf4afc67bd | | Tetris | 140438 | Not recorded | 69c36c500636e5bf4afc67bd | ### WeCAN-S(256) Makespan: 31422. Result ID: 69c3fa5e47f34ce924ae0f9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resource Pools":"12","Sample size":"256"}. This record does not assert independent reproduction. ### WeCAN-Greedy Makespan: 31864. Result ID: 69c3fa5e47f34ce924ae0f9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resource Pools":"12","Decoding":"Greedy"}. This record does not assert independent reproduction. ### One-Shot-S(256) Makespan: 33016. Result ID: 69c3fa5e47f34ce924ae0f99. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12","Sample size":"256"}. This record does not assert independent reproduction. ### PPO-BiHyb Makespan: 33358. Result ID: 69c3fa5e47f34ce924ae0f98. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### IPPTS Makespan: 33942. Result ID: 69c3fa5e47f34ce924ae0f97. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### HEFT Makespan: 34834. Result ID: 69c3fa5e47f34ce924ae0f95. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### PEFT Makespan: 35539. Result ID: 69c3fa5e47f34ce924ae0f96. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### Tetris Makespan: 37737. Result ID: 69c3fa5e47f34ce924ae0f94. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"12"}. This record does not assert independent reproduction. ### WeCAN-S(256) Makespan: 124140. Result ID: 69c3fa5e47f34ce924ae0f8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resource Pools":"3","Sample size":"256"}. This record does not assert independent reproduction. ### WeCAN-Greedy Makespan: 124345. Result ID: 69c3fa5e47f34ce924ae0f8a. [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: 131941. Result ID: 69c3fa5e47f34ce924ae0f89. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3","Sample size":"256"}. This record does not assert independent reproduction. ### PPO-BiHyb Makespan: 134341. Result ID: 69c3fa5e47f34ce924ae0f88. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### IPPTS Makespan: 136992. Result ID: 69c3fa5e47f34ce924ae0f87. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### HEFT Makespan: 139094. Result ID: 69c3fa5e47f34ce924ae0f85. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### PEFT Makespan: 140154. Result ID: 69c3fa5e47f34ce924ae0f86. [Reporting paper]() Recorded evaluation configuration: {"Resource Pools":"3"}. This record does not assert independent reproduction. ### Tetris Makespan: 140438. Result ID: 69c3fa5e47f34ce924ae0f84. [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.