# Instance Erasure on Legislator Source: [Instance Erasure on Legislator]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:38:49.094Z Evaluation of model performance on the Legislator dataset using the Instance Erasure methodology, measured by CS, CER, and FID. 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 | Instance Erasure | | Dataset (including any stated split) | Legislator | | Metric | CS | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [CS](): Higher is better; unit: PERCENT. - [CER](): Lower is better; unit: PERCENT. - [FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | CS | Result date | Report paper | | --- | --- | --- | --- | | SA | 58.79 | Not recorded | 68fa72761e209131cea56871 | | SA | 58.06 | Not recorded | 68fa72761e209131cea56871 | | ConAbl | 57.84 | Not recorded | 68fa72761e209131cea56871 | | SPM | 57.67 | Not recorded | 68fa72761e209131cea56871 | | SD v1.4 | 57.64 | Not recorded | 68fa72761e209131cea56871 | | SPM | 57.63 | Not recorded | 68fa72761e209131cea56871 | | SPM | 57.62 | Not recorded | 68fa72761e209131cea56871 | | ConAbl | 57.5 | Not recorded | 68fa72761e209131cea56871 | | SA | 57.38 | Not recorded | 68fa72761e209131cea56871 | | ConAbl | 57.16 | Not recorded | 68fa72761e209131cea56871 | | ESD | 56.44 | Not recorded | 68fa72761e209131cea56871 | | ESD | 55.86 | Not recorded | 68fa72761e209131cea56871 | | ESD | 54.96 | Not recorded | 68fa72761e209131cea56871 | ### SA CS: 58.79. Result ID: 69922b593a6c3148490d0df5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy and Mickey"}. This record does not assert independent reproduction. ### SA CS: 58.06. Result ID: 69922b593a6c3148490d0df1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy"}. This record does not assert independent reproduction. ### ConAbl CS: 57.84. Result ID: 69922b593a6c3148490d0df4. [Reporting paper]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy and Mickey"}. This record does not assert independent reproduction. ### SPM CS: 57.67. Result ID: 69922b593a6c3148490d0df2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy"}. This record does not assert independent reproduction. ### SD v1.4 CS: 57.64. Result ID: 69922b593a6c3148490d0dee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Erasure Setting":"Base Model"}. This record does not assert independent reproduction. ### SPM CS: 57.63. Result ID: 69922b593a6c3148490d0dfa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy, Mickey and Spongebob"}. This record does not assert independent reproduction. ### SPM CS: 57.62. Result ID: 69922b593a6c3148490d0df6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy and Mickey"}. This record does not assert independent reproduction. ### ConAbl CS: 57.5. Result ID: 69922b593a6c3148490d0df0. [Reporting paper]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy"}. This record does not assert independent reproduction. ### SA CS: 57.38. Result ID: 69922b593a6c3148490d0df9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy, Mickey and Spongebob"}. This record does not assert independent reproduction. ### ConAbl CS: 57.16. Result ID: 69922b593a6c3148490d0df8. [Reporting paper]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy, Mickey and Spongebob"}. This record does not assert independent reproduction. ### ESD CS: 56.44. Result ID: 69922b593a6c3148490d0def. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy"}. This record does not assert independent reproduction. ### ESD CS: 55.86. Result ID: 69922b593a6c3148490d0df3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy and Mickey"}. This record does not assert independent reproduction. ### ESD CS: 54.96. Result ID: 69922b593a6c3148490d0df7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Erasure Setting":"Erasing Snoopy, Mickey and Spongebob"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.