# VM Scheduling on Azure (train)

Source: [VM Scheduling on Azure (train)](<https://www.sota2.com/research/sota/vm-scheduling-on-azure-train>)

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

Data updated: 2026-03-06T07:00:49.390Z

Evaluation of VM Scheduling performance on the Azure training dataset, reporting specific metrics S1 through S4 and the overall Mean.

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 | VM Scheduling |
| Dataset (including any stated split) | Azure (train) |
| Metric | Mean Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Mean Score](<https://www.sota2.com/research/sota/vm-scheduling-on-azure-train.md?metric=Mean%20Score>): Higher is better; unit: PERCENT.

- [S1 Score](<https://www.sota2.com/research/sota/vm-scheduling-on-azure-train.md?metric=S1%20Score>): Higher is better; unit: PERCENT.

- [S2 Score](<https://www.sota2.com/research/sota/vm-scheduling-on-azure-train.md?metric=S2%20Score>): Higher is better; unit: PERCENT.

- [S3 Score](<https://www.sota2.com/research/sota/vm-scheduling-on-azure-train.md?metric=S3%20Score>): Higher is better; unit: PERCENT.

- [S4 Score](<https://www.sota2.com/research/sota/vm-scheduling-on-azure-train.md?metric=S4%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Mean Score | Result date | Report paper |
| --- | --- | --- | --- |
| MiCo | 71.5 | Not recorded | 68fa78961e209131cea79265 |
| FunSearch | 70.6 | Not recorded | 68fa78961e209131cea79265 |
| SchedRL | 65.7 | Not recorded | 68fa78961e209131cea79265 |
| First-Fit | 65.6 | Not recorded | 68fa78961e209131cea79265 |
| Best-Fit | 65.5 | Not recorded | 68fa78961e209131cea79265 |
| MiCotransfer | 63.5 | Not recorded | 68fa78961e209131cea79265 |
| Hindsight | 62.8 | Not recorded | 68fa78961e209131cea79265 |

### MiCo

Mean Score: 71.5. Result ID: 69aa7b876dbb7075b953b39b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

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

### FunSearch

Mean Score: 70.6. Result ID: 69aa7b876dbb7075b953b39a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

Recorded evaluation configuration: {"context":"Context-Independent"}. This record does not assert independent reproduction.

### SchedRL

Mean Score: 65.7. Result ID: 69aa7b876dbb7075b953b398.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

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

### First-Fit

Mean Score: 65.6. Result ID: 69aa7b876dbb7075b953b396.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

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

### Best-Fit

Mean Score: 65.5. Result ID: 69aa7b876dbb7075b953b395.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

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

### MiCotransfer

Mean Score: 63.5. Result ID: 69aa7b876dbb7075b953b399.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

Recorded evaluation configuration: {"trained\_on":"Huawei","evaluated\_on":"Azure"}. This record does not assert independent reproduction.

### Hindsight

Mean Score: 62.8. Result ID: 69aa7b876dbb7075b953b397.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78961e209131cea79265.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70f41e209131cea4e637.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.