# DAG Scheduling on Stochastic Block 500 tasks

Source: [DAG Scheduling on Stochastic Block 500 tasks](<https://www.sota2.com/research/sota/dag-scheduling-on-stochastic-block-500-tasks>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-25T15:08:30.943Z

Evaluation of DAG scheduling performance on the Stochastic Block 500 tasks dataset, reporting Makespan 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) | Stochastic Block 500 tasks |
| Metric | Makespan |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 14 of 14 |
| 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](<https://www.sota2.com/research/sota/dag-scheduling-on-stochastic-block-500-tasks.md?metric=Makespan>): Lower is better; unit: TIME.

- [Time](<https://www.sota2.com/research/sota/dag-scheduling-on-stochastic-block-500-tasks.md?metric=Time>): Lower is better; unit: TIME.

## Recorded results

| Method | Makespan | Result date | Report paper |
| --- | --- | --- | --- |
| WeCAN-S(256) | 10019 | Not recorded | 69c36c500636e5bf4afc67bd |
| WeCAN-S(64) | 10074 | Not recorded | 69c36c500636e5bf4afc67bd |
| WeCAN-Greedy | 10539 | Not recorded | 69c36c500636e5bf4afc67bd |
| PPO-BiHyb | 10885 | Not recorded | 69c36c500636e5bf4afc67bd |
| ScheduleNet-S(256) | 11076 | Not recorded | 69c36c500636e5bf4afc67bd |
| HEFT | 11260 | Not recorded | 69c36c500636e5bf4afc67bd |
| One-Shot-S(256) | 11377 | Not recorded | 69c36c500636e5bf4afc67bd |
| PEFT | 11438 | Not recorded | 69c36c500636e5bf4afc67bd |
| HGN-Two-Stage-S(256) | 11712 | Not recorded | 69c36c500636e5bf4afc67bd |
| IPPTS | 12490 | Not recorded | 69c36c500636e5bf4afc67bd |
| MOPNR | 13148 | Not recorded | 69c36c500636e5bf4afc67bd |
| CP | 13388 | Not recorded | 69c36c500636e5bf4afc67bd |
| Tetris | 13666 | Not recorded | 69c36c500636e5bf4afc67bd |
| SFT | 14408 | Not recorded | 69c36c500636e5bf4afc67bd |

### WeCAN-S(256)

Makespan: 10019. Result ID: 69c3fa5e47f34ce924ae0f6b.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: {"search strategy":"sampling","sampling size":"256"}. This record does not assert independent reproduction.

### WeCAN-S(64)

Makespan: 10074. Result ID: 69c3fa5e47f34ce924ae0f6a.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: {"search strategy":"sampling","sampling size":"64"}. This record does not assert independent reproduction.

### WeCAN-Greedy

Makespan: 10539. Result ID: 69c3fa5e47f34ce924ae0f69.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: {"search strategy":"greedy"}. This record does not assert independent reproduction.

### PPO-BiHyb

Makespan: 10885. Result ID: 69c3fa5e47f34ce924ae0f65.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa58a41e209131ce9aff1a.md>)

[Implementation](<https://github.com/Thinklab-SJTU/PPO-BiHyb>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ScheduleNet-S(256)

Makespan: 11076. Result ID: 69c3fa5e47f34ce924ae0f67.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: {"sampling size":"256"}. This record does not assert independent reproduction.

### HEFT

Makespan: 11260. Result ID: 69c3fa5e47f34ce924ae0f64.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### One-Shot-S(256)

Makespan: 11377. Result ID: 69c3fa5e47f34ce924ae0f66.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: {"sampling size":"256"}. This record does not assert independent reproduction.

### PEFT

Makespan: 11438. Result ID: 69c3fa5e47f34ce924ae0f62.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### HGN-Two-Stage-S(256)

Makespan: 11712. Result ID: 69c3fa5e47f34ce924ae0f68.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: {"sampling size":"256"}. This record does not assert independent reproduction.

### IPPTS

Makespan: 12490. Result ID: 69c3fa5e47f34ce924ae0f63.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### MOPNR

Makespan: 13148. Result ID: 69c3fa5e47f34ce924ae0f5f.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CP

Makespan: 13388. Result ID: 69c3fa5e47f34ce924ae0f61.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Tetris

Makespan: 13666. Result ID: 69c3fa5e47f34ce924ae0f60.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SFT

Makespan: 14408. Result ID: 69c3fa5e47f34ce924ae0f5e.

[Reporting paper](<https://www.sota2.com/research/paper/69c36c500636e5bf4afc67bd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
