# Concept Erasure on Van-Gogh artistic style 1.4 (test) Source: [Concept Erasure on Van-Gogh artistic style 1.4 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:44:33.542Z Evaluation of Concept Erasure performance on the Van-Gogh artistic style 1.4 test set, measured using Erased, UD, CCE, FID, and CLIP 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 | Concept Erasure | | Dataset (including any stated split) | Van-Gogh artistic style 1.4 (test) | | Metric | FID | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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 - [FID](): Lower is better; unit: SCALAR. - [Erased](): Higher is better; unit: PERCENT. - [UD](): Higher is better; unit: PERCENT. - [CCE](): Higher is better; unit: PERCENT. - [CLIP Score](): Higher is better; unit: PERCENT. - [ASR](): Higher is better; unit: PERCENT. ## Recorded results | Method | FID | Result date | Report paper | | --- | --- | --- | --- | | SD 1.4 | 14.13 | Not recorded | 68fa77c81e209131cea754cd | | SD 1.4 | 14.13 | Not recorded | 68fa77c81e209131cea754cd | | RECE | 14.22 | Not recorded | 68fa77c81e209131cea754cd | | RECE | 14.22 | Not recorded | 68fa77c81e209131cea754cd | | AC | 14.4 | Not recorded | 68fa77c81e209131cea754cd | | AdvUnlearn | 14.45 | Not recorded | 68fa77c81e209131cea754cd | | AdvUnlearn | 14.45 | Not recorded | 68fa77c81e209131cea754cd | | ESD | 14.48 | Not recorded | 68fa77c81e209131cea754cd | | UCE | 14.48 | Not recorded | 68fa77c81e209131cea754cd | | MACE | 14.48 | Not recorded | 68fa77c81e209131cea754cd | | MACE | 14.48 | Not recorded | 68fa77c81e209131cea754cd | | RACE | 15.94 | Not recorded | 68fa77c81e209131cea754cd | | RACE | 15.94 | Not recorded | 68fa77c81e209131cea754cd | | STEREO | 16.19 | Not recorded | 68fa77c81e209131cea754cd | | STEREO | 16.19 | Not recorded | 68fa77c81e209131cea754cd | ### SD 1.4 FID: 14.13. Result ID: 699568c43badfaffe65c86ae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"adversarial\_erasing":false}. This record does not assert independent reproduction. ### SD 1.4 FID: 14.13. Result ID: 699568c43badfaffe65c86c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"Base","Attack Method":"CCE"}. This record does not assert independent reproduction. ### RECE FID: 14.22. Result ID: 699568c43badfaffe65c86b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"adversarial\_erasing":false,"venue":"ECCV'24"}. This record does not assert independent reproduction. ### RECE FID: 14.22. Result ID: 699568c43badfaffe65c86c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"ECCV’24","Attack Method":"CCE"}. This record does not assert independent reproduction. ### AC FID: 14.4. Result ID: 699568c43badfaffe65c86b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"adversarial\_erasing":false,"venue":"ICCV'23"}. This record does not assert independent reproduction. ### AdvUnlearn FID: 14.45. Result ID: 699568c43badfaffe65c86b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"adversarial\_erasing":true,"venue":"NeurIPS'24"}. This record does not assert independent reproduction. ### AdvUnlearn FID: 14.45. Result ID: 699568c43badfaffe65c86ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"NeurIPS’24","Attack Method":"CCE"}. This record does not assert independent reproduction. ### ESD FID: 14.48. Result ID: 699568c43badfaffe65c86af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"adversarial\_erasing":false,"venue":"ICCV'23"}. This record does not assert independent reproduction. ### UCE FID: 14.48. Result ID: 699568c43badfaffe65c86b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"adversarial\_erasing":false,"venue":"WACV'24"}. This record does not assert independent reproduction. ### MACE FID: 14.48. Result ID: 699568c43badfaffe65c86b2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"adversarial\_erasing":false,"venue":"CVPR'24"}. This record does not assert independent reproduction. ### MACE FID: 14.48. Result ID: 699568c43badfaffe65c86c7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Venue":"CVPR’24","Attack Method":"CCE"}. This record does not assert independent reproduction. ### RACE FID: 15.94. Result ID: 699568c43badfaffe65c86b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"adversarial\_erasing":true,"venue":"ECCV'24"}. This record does not assert independent reproduction. ### RACE FID: 15.94. Result ID: 699568c43badfaffe65c86c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Venue":"ECCV’24","Attack Method":"CCE"}. This record does not assert independent reproduction. ### STEREO FID: 16.19. Result ID: 699568c43badfaffe65c86b6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"adversarial\_erasing":true}. This record does not assert independent reproduction. ### STEREO FID: 16.19. Result ID: 699568c43badfaffe65c86cb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Method":"CCE"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.