# Two-stage Stochastic Programming on CFLP average over ten 2SP instances

Source: [Two-stage Stochastic Programming on CFLP average over ten 2SP instances](<https://www.sota2.com/research/sota/two-stage-stochastic-programming-on-cflp-average-over-ten-2sp-instances>)

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

Data updated: 2026-02-26T06:04:30.031Z

Evaluation of algorithms solving Two-stage Stochastic Programming problems, specifically averaged over ten instances derived from the CFLP framework. Performance is measured by objective difference, solving time, efficiency time, and instance failure rate.

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 | Two-stage stochastic programming |
| Dataset (including any stated split) | CFLP average over ten 2SP instances |
| Metric | Solving Time (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 27 of 27 |
| 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

- [Solving Time (s)](<https://www.sota2.com/research/sota/two-stage-stochastic-programming-on-cflp-average-over-ten-2sp-instances.md?metric=Solving%20Time%20(s)>): Lower is better; unit: TIME.

- [Obj. Diff (%)](<https://www.sota2.com/research/sota/two-stage-stochastic-programming-on-cflp-average-over-ten-2sp-instances.md?metric=Obj.%20Diff%20(%25)>): Lower is better; unit: PERCENT.

- [Efficiency Time (s)](<https://www.sota2.com/research/sota/two-stage-stochastic-programming-on-cflp-average-over-ten-2sp-instances.md?metric=Efficiency%20Time%20(s)>): Lower is better; unit: TIME.

- [Failed Instances Count](<https://www.sota2.com/research/sota/two-stage-stochastic-programming-on-cflp-average-over-ten-2sp-instances.md?metric=Failed%20Instances%20Count>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Solving Time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| NN-E | 0.38 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 0.44 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 0.54 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 0.58 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 0.6 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 0.64 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 1.25 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 1.44 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-E | 1.66 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 4.86 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 8.28 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 21.1 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 26.41 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 54.45 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 173.63 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 206.3 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 572.12 | Not recorded | 68fa59ac1e209131ce9b937f |
| NN-P | 856.77 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 4410.6 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10800.05 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10800.06 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10800.14 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10800.17 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10800.36 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10800.87 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10805.82 | Not recorded | 68fa59ac1e209131ce9b937f |
| EF | 10806.15 | Not recorded | 68fa59ac1e209131ce9b937f |

### NN-E

Solving Time (s): 0.38. Result ID: 698ba7d47a967eddb7705e7a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_100"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 0.44. Result ID: 698ba7d47a967eddb7705e83.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_100"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 0.54. Result ID: 698ba7d47a967eddb7705e86.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_500"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 0.58. Result ID: 698ba7d47a967eddb7705e89.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_1000"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 0.6. Result ID: 698ba7d47a967eddb7705e7d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_500"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 0.64. Result ID: 698ba7d47a967eddb7705e80.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_1000"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 1.25. Result ID: 698ba7d47a967eddb7705e8f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_500"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 1.44. Result ID: 698ba7d47a967eddb7705e92.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_1000"}. This record does not assert independent reproduction.

### NN-E

Solving Time (s): 1.66. Result ID: 698ba7d47a967eddb7705e8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_100"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 4.86. Result ID: 698ba7d47a967eddb7705e84.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_100"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 8.28. Result ID: 698ba7d47a967eddb7705e7b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_100"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 21.1. Result ID: 698ba7d47a967eddb7705e8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_100"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 26.41. Result ID: 698ba7d47a967eddb7705e87.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_500"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 54.45. Result ID: 698ba7d47a967eddb7705e8a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_1000"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 173.63. Result ID: 698ba7d47a967eddb7705e90.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_500"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 206.3. Result ID: 698ba7d47a967eddb7705e7e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_500"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 572.12. Result ID: 698ba7d47a967eddb7705e93.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_1000"}. This record does not assert independent reproduction.

### NN-P

Solving Time (s): 856.77. Result ID: 698ba7d47a967eddb7705e81.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

[Implementation](<https://github.com/khalil-research/Neur2SP>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_1000"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 4410.6. Result ID: 698ba7d47a967eddb7705e79.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_100"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10800.05. Result ID: 698ba7d47a967eddb7705e8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_100"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10800.06. Result ID: 698ba7d47a967eddb7705e82.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_100"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10800.14. Result ID: 698ba7d47a967eddb7705e85.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_500"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10800.17. Result ID: 698ba7d47a967eddb7705e7c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_500"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10800.36. Result ID: 698ba7d47a967eddb7705e88.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_25\_25\_1000"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10800.87. Result ID: 698ba7d47a967eddb7705e7f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_10\_10\_1000"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10805.82. Result ID: 698ba7d47a967eddb7705e91.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_1000"}. This record does not assert independent reproduction.

### EF

Solving Time (s): 10806.15. Result ID: 698ba7d47a967eddb7705e8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa59ac1e209131ce9b937f.md>)

Recorded evaluation configuration: {"Problem Instance":"CFLP\_50\_50\_500"}. This record does not assert independent reproduction.

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