# Search and Attack (SAA) on SAA Program IEUM Behavior Large Instances 7

Source: [Search and Attack (SAA) on SAA Program IEUM Behavior Large Instances 7](<https://www.sota2.com/research/sota/search-and-attack-saa-on-saa-program-ieum-behavior-large-instances-7>)

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

Data updated: 2026-03-11T06:33:32.286Z

Evaluation of Search and Attack (SAA) performance on the Large Instances 7 subset of the SAA Program IEUM Behavior dataset, measured using VSS 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 | Search and Attack (SAA) |
| Dataset (including any stated split) | SAA Program IEUM Behavior Large Instances 7 |
| Metric | VSS |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| 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

- [VSS](<https://www.sota2.com/research/sota/search-and-attack-saa-on-saa-program-ieum-behavior-large-instances-7.md?metric=VSS>): Higher is better; unit: SCALAR.

- [VSS-E](<https://www.sota2.com/research/sota/search-and-attack-saa-on-saa-program-ieum-behavior-large-instances-7.md?metric=VSS-E>): Higher is better; unit: SCALAR.

- [VSS-I](<https://www.sota2.com/research/sota/search-and-attack-saa-on-saa-program-ieum-behavior-large-instances-7.md?metric=VSS-I>): Higher is better; unit: SCALAR.

## Recorded results

| Method | VSS | Result date | Report paper |
| --- | --- | --- | --- |
| SAA Program (7) | 6.49 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 5.523 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 5.131 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 4.109 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 3.842 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 3.506 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 2.782 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 2.693 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 1.877 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 1.869 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 1.472 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 0.96 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 0.571 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 0.521 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 0.349 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 0.191 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 0.149 | Not recorded | 68fa5dc21e209131ce9dc920 |
| SAA Program (7) | 0.086 | Not recorded | 68fa5dc21e209131ce9dc920 |

### SAA Program (7)

VSS: 6.49. Result ID: 69b10ca56dbb7075b95abc15.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"60","List size limit (K)":"4"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 5.523. Result ID: 69b10ca56dbb7075b95abc14.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"60","List size limit (K)":"3"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 5.131. Result ID: 69b10ca56dbb7075b95abc12.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"45","List size limit (K)":"4"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 4.109. Result ID: 69b10ca56dbb7075b95abc11.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"45","List size limit (K)":"3"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 3.842. Result ID: 69b10ca56dbb7075b95abc13.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"60","List size limit (K)":"2"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 3.506. Result ID: 69b10ca56dbb7075b95abc0f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"30","List size limit (K)":"4"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 2.782. Result ID: 69b10ca56dbb7075b95abc10.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"45","List size limit (K)":"2"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 2.693. Result ID: 69b10ca56dbb7075b95abc0e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"30","List size limit (K)":"3"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 1.877. Result ID: 69b10ca56dbb7075b95abc0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"15","List size limit (K)":"4"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 1.869. Result ID: 69b10ca56dbb7075b95abc0d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"30","List size limit (K)":"2"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 1.472. Result ID: 69b10ca56dbb7075b95abc0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"15","List size limit (K)":"3"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 0.96. Result ID: 69b10ca56dbb7075b95abc0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"15","List size limit (K)":"2"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 0.571. Result ID: 69b10ca56dbb7075b95abc09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"5","List size limit (K)":"4"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 0.521. Result ID: 69b10ca56dbb7075b95abc08.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"5","List size limit (K)":"3"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 0.349. Result ID: 69b10ca56dbb7075b95abc07.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"5","List size limit (K)":"2"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 0.191. Result ID: 69b10ca56dbb7075b95abc06.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"1","List size limit (K)":"4"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 0.149. Result ID: 69b10ca56dbb7075b95abc05.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"1","List size limit (K)":"3"}. This record does not assert independent reproduction.

### SAA Program (7)

VSS: 0.086. Result ID: 69b10ca56dbb7075b95abc04.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5dc21e209131ce9dc920.md>)

Recorded evaluation configuration: {"Budget (B)":"1","List size limit (K)":"2"}. This record does not assert independent reproduction.

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