# Blind Face Restoration on AttrFace 90K (test) Source: [Blind Face Restoration on AttrFace 90K (test)]() Collection index: [llms.txt]() Data updated: 2026-04-01T08:17:08.064Z Evaluation of Blind Face Restoration models on the test split of the AttrFace 90K dataset, reporting metrics including IDS, FID, LPIPS, HyperIQA, TopIQ, MANIQA, and MUSIQ. 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 | Blind Face Restoration | | Dataset (including any stated split) | AttrFace 90K (test) | | Metric | IDS | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [IDS](): Higher is better; unit: PERCENT. - [FID](): Lower is better; unit: SCALAR. - [LPIPS](): Lower is better; unit: SCALAR. - [HyperIQA](): Higher is better; unit: PERCENT. - [TopIQ](): Higher is better; unit: PERCENT. - [MANIQA](): Higher is better; unit: PERCENT. - [MUSIQ](): Higher is better; unit: PERCENT. - [SC](): Higher is better; unit: PERCENT. - [AA](): Higher is better; unit: PERCENT. - [CP-IDS](): Higher is better; unit: PERCENT. - [Preference Score (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | IDS | Result date | Report paper | | --- | --- | --- | --- | | A^2BFR | 34.95 | Not recorded | 69cca6c30636e5bf4afcbda3 | | CodeFormer | 33.37 | Not recorded | 69cca6c30636e5bf4afcbda3 | | StableSR | 32.89 | Not recorded | 69cca6c30636e5bf4afcbda3 | | GFPGAN | 32.42 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DiT4SR | 30.48 | Not recorded | 69cca6c30636e5bf4afcbda3 | | VQFR | 30.3 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DAEFR | 30.12 | Not recorded | 69cca6c30636e5bf4afcbda3 | | VSPBFR | 29.95 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DifFace | 28.52 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DR2 | 27.82 | Not recorded | 69cca6c30636e5bf4afcbda3 | | A2BFR | 0.3119 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DiT4SR | 0.2916 | Not recorded | 69cca6c30636e5bf4afcbda3 | | StableSR | 0.283 | Not recorded | 69cca6c30636e5bf4afcbda3 | | StableSR + Step1X-Edit | 0.2052 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DiT4SR + Step1X-Edit | 0.1983 | Not recorded | 69cca6c30636e5bf4afcbda3 | | StableSR + Flux.1-Kontext | 0.1698 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DiT4SR + Qwen-Image-Edit | 0.1638 | Not recorded | 69cca6c30636e5bf4afcbda3 | | DiT4SR + Flux.1-Kontext | 0.1608 | Not recorded | 69cca6c30636e5bf4afcbda3 | | StableSR + Qwen-Image-Edit | 0.1577 | Not recorded | 69cca6c30636e5bf4afcbda3 | ### A^2BFR IDS: 34.95. Result ID: 69ccd47347f34ce924b66d79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Prompt-conditioned":"true"}. This record does not assert independent reproduction. ### CodeFormer IDS: 33.37. Result ID: 69ccd47347f34ce924b66d71. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### StableSR IDS: 32.89. Result ID: 69ccd47347f34ce924b66d77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Prompt-conditioned":"true"}. This record does not assert independent reproduction. ### GFPGAN IDS: 32.42. Result ID: 69ccd47347f34ce924b66d70. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DiT4SR IDS: 30.48. Result ID: 69ccd47347f34ce924b66d78. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Prompt-conditioned":"true"}. This record does not assert independent reproduction. ### VQFR IDS: 30.3. Result ID: 69ccd47347f34ce924b66d72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DAEFR IDS: 30.12. Result ID: 69ccd47347f34ce924b66d75. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VSPBFR IDS: 29.95. Result ID: 69ccd47347f34ce924b66d76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DifFace IDS: 28.52. Result ID: 69ccd47347f34ce924b66d74. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DR2 IDS: 27.82. Result ID: 69ccd47347f34ce924b66d73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### A2BFR IDS: 0.3119. Result ID: 69ccd47347f34ce924b66da0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DiT4SR IDS: 0.2916. Result ID: 69ccd47347f34ce924b66d9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### StableSR IDS: 0.283. Result ID: 69ccd47347f34ce924b66d98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### StableSR + Step1X-Edit IDS: 0.2052. Result ID: 69ccd47347f34ce924b66d99. [Reporting paper]() Recorded evaluation configuration: {"pipeline":"two-stage restore-then-edit"}. This record does not assert independent reproduction. ### DiT4SR + Step1X-Edit IDS: 0.1983. Result ID: 69ccd47347f34ce924b66d9d. [Reporting paper]() Recorded evaluation configuration: {"pipeline":"two-stage restore-then-edit"}. This record does not assert independent reproduction. ### StableSR + Flux.1-Kontext IDS: 0.1698. Result ID: 69ccd47347f34ce924b66d9a. [Reporting paper]() Recorded evaluation configuration: {"pipeline":"two-stage restore-then-edit"}. This record does not assert independent reproduction. ### DiT4SR + Qwen-Image-Edit IDS: 0.1638. Result ID: 69ccd47347f34ce924b66d9f. [Reporting paper]() Recorded evaluation configuration: {"pipeline":"two-stage restore-then-edit"}. This record does not assert independent reproduction. ### DiT4SR + Flux.1-Kontext IDS: 0.1608. Result ID: 69ccd47347f34ce924b66d9e. [Reporting paper]() Recorded evaluation configuration: {"pipeline":"two-stage restore-then-edit"}. This record does not assert independent reproduction. ### StableSR + Qwen-Image-Edit IDS: 0.1577. Result ID: 69ccd47347f34ce924b66d9b. [Reporting paper]() Recorded evaluation configuration: {"pipeline":"two-stage restore-then-edit"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.