# Search and Attack (SAA) on SAA Program Large Instances CEUM Behavior 7 Source: [Search and Attack (SAA) on SAA Program Large Instances CEUM Behavior 7]() Collection index: [llms.txt]() Data updated: 2026-03-11T06:33:32.257Z Evaluation of Search and Attack (SAA) performance using the SAA Program Large Instances CEUM Behavior 7 dataset, measured by VSS, VSS-E, and VSS-I 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 Large Instances CEUM Behavior 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](): Higher is better; unit: SCALAR. - [VSS-E](): Higher is better; unit: SCALAR. - [VSS-I](): Higher is better; unit: SCALAR. ## Recorded results | Method | VSS | Result date | Report paper | | --- | --- | --- | --- | | SAA Program (7) | 7.804 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 6.921 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 6.878 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 6.807 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 6.15 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 5.519 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 4.853 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 4.374 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 3.962 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 2.638 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 2.485 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 1.927 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.988 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.95 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.808 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.398 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.266 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.265 | Not recorded | 68fa5dc21e209131ce9dc920 | ### SAA Program (7) VSS: 7.804. Result ID: 69b10ca56dbb7075b95abc02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"60","List size limit (K)":"3"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 6.921. Result ID: 69b10ca56dbb7075b95abc03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"60","List size limit (K)":"4"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 6.878. Result ID: 69b10ca56dbb7075b95abc01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"60","List size limit (K)":"2"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 6.807. Result ID: 69b10ca56dbb7075b95abbff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"45","List size limit (K)":"3"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 6.15. Result ID: 69b10ca56dbb7075b95abc00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"45","List size limit (K)":"4"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 5.519. Result ID: 69b10ca56dbb7075b95abbfe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"45","List size limit (K)":"2"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 4.853. Result ID: 69b10ca56dbb7075b95abbfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"30","List size limit (K)":"3"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 4.374. Result ID: 69b10ca56dbb7075b95abbfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"30","List size limit (K)":"4"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 3.962. Result ID: 69b10ca56dbb7075b95abbfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"30","List size limit (K)":"2"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 2.638. Result ID: 69b10ca56dbb7075b95abbf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"15","List size limit (K)":"3"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 2.485. Result ID: 69b10ca56dbb7075b95abbfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"15","List size limit (K)":"4"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 1.927. Result ID: 69b10ca56dbb7075b95abbf8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"15","List size limit (K)":"2"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 0.988. Result ID: 69b10ca56dbb7075b95abbf6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"5","List size limit (K)":"3"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 0.95. Result ID: 69b10ca56dbb7075b95abbf7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"5","List size limit (K)":"4"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 0.808. Result ID: 69b10ca56dbb7075b95abbf5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"5","List size limit (K)":"2"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 0.398. Result ID: 69b10ca56dbb7075b95abbf3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"1","List size limit (K)":"3"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 0.266. Result ID: 69b10ca56dbb7075b95abbf4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"1","List size limit (K)":"4"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 0.265. Result ID: 69b10ca56dbb7075b95abbf2. [Reporting paper]() [Method origin paper]() 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.