# Search and Attack (SAA) on SAA Program Large Instances (UM Behavior) Source: [Search and Attack (SAA) on SAA Program Large Instances (UM Behavior)]() Collection index: [llms.txt]() Data updated: 2026-03-11T06:33:32.221Z Evaluation of Search and Attack (SAA) performance on the Large Instances subset of the UM Behavior data, 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 Large Instances (UM Behavior) | | 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) | 11.149 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 9.824 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 9.336 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 7.732 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 7.024 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 5.91 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 5.566 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 5.198 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 3.708 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 2.118 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 1.904 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 1.534 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.377 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.323 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.301 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.044 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.041 | Not recorded | 68fa5dc21e209131ce9dc920 | | SAA Program (7) | 0.036 | Not recorded | 68fa5dc21e209131ce9dc920 | ### SAA Program (7) VSS: 11.149. Result ID: 69b10ca56dbb7075b95abbf1. [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: 9.824. Result ID: 69b10ca56dbb7075b95abbf0. [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: 9.336. Result ID: 69b10ca56dbb7075b95abbee. [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: 7.732. Result ID: 69b10ca56dbb7075b95abbed. [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: 7.024. Result ID: 69b10ca56dbb7075b95abbef. [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: 5.91. Result ID: 69b10ca56dbb7075b95abbeb. [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: 5.566. Result ID: 69b10ca56dbb7075b95abbec. [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: 5.198. Result ID: 69b10ca56dbb7075b95abbea. [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: 3.708. Result ID: 69b10ca56dbb7075b95abbe9. [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: 2.118. Result ID: 69b10ca56dbb7075b95abbe8. [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: 1.904. Result ID: 69b10ca56dbb7075b95abbe7. [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: 1.534. Result ID: 69b10ca56dbb7075b95abbe6. [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: 0.377. Result ID: 69b10ca56dbb7075b95abbe4. [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: 0.323. Result ID: 69b10ca56dbb7075b95abbe3. [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: 0.301. Result ID: 69b10ca56dbb7075b95abbe5. [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: 0.044. Result ID: 69b10ca56dbb7075b95abbe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"1","List size limit (K)":"2"}. This record does not assert independent reproduction. ### SAA Program (7) VSS: 0.041. Result ID: 69b10ca56dbb7075b95abbe1. [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: 0.036. Result ID: 69b10ca56dbb7075b95abbe2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Budget (B)":"1","List size limit (K)":"4"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.