# Image Compression on CelebA-HQ Source: [Image Compression on CelebA-HQ]() Collection index: [llms.txt]() Data updated: 2026-06-12T08:01:44.666Z Evaluation of image compression models on the CelebA-HQ dataset, measured using rate-distortion metrics like BD-PSNR, BD-LPIPS, and BD-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 | Image Compression | | Dataset (including any stated split) | CelebA-HQ | | Metric | BD-PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [BD-PSNR](): Higher is better; unit: SCALAR. - [BD-LPIPS](): Higher is better; unit: SCALAR. - [BD-FID](): Higher is better; unit: SCALAR. ## Recorded results | Method | BD-PSNR | Result date | Report paper | | --- | --- | --- | --- | | CDC | 8.014 | Not recorded | 6a2b9298d33dfb23e783b04f | | WebP | 2.525 | Not recorded | 6a2b9298d33dfb23e783b04f | | IPIC(Hyp.) | 2.225 | Not recorded | 6a2b9298d33dfb23e783b04f | | HiFiC | 2.036 | Not recorded | 6a2b9298d33dfb23e783b04f | | DCICRDP | 1.4658 | Not recorded | 6a2b9298d33dfb23e783b04f | | Entroformer | 1.3926 | Not recorded | 6a2b9298d33dfb23e783b04f | | DCICRP | 1.3577 | Not recorded | 6a2b9298d33dfb23e783b04f | | DCICRD | 1.3347 | Not recorded | 6a2b9298d33dfb23e783b04f | | ILLM | 1.234 | Not recorded | 6a2b9298d33dfb23e783b04f | | IPIC(ELIC) | 0.986 | Not recorded | 6a2b9298d33dfb23e783b04f | | VTM | 0.7495 | Not recorded | 6a2b9298d33dfb23e783b04f | | Hyperprior | 0 | Not recorded | 6a2b9298d33dfb23e783b04f | ### CDC BD-PSNR: 8.014. Result ID: 6a2bbcd7fbc373592c2a0456. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WebP BD-PSNR: 2.525. Result ID: 6a2bbcd7fbc373592c2a045a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IPIC(Hyp.) BD-PSNR: 2.225. Result ID: 6a2bbcd7fbc373592c2a0458. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Codec":"Hyperprior"}. This record does not assert independent reproduction. ### HiFiC BD-PSNR: 2.036. Result ID: 6a2bbcd7fbc373592c2a0455. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCICRDP BD-PSNR: 1.4658. Result ID: 6a2bbcd7fbc373592c2a045e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Entroformer BD-PSNR: 1.3926. Result ID: 6a2bbcd7fbc373592c2a0454. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCICRP BD-PSNR: 1.3577. Result ID: 6a2bbcd7fbc373592c2a045c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCICRD BD-PSNR: 1.3347. Result ID: 6a2bbcd7fbc373592c2a045d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ILLM BD-PSNR: 1.234. Result ID: 6a2bbcd7fbc373592c2a0457. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IPIC(ELIC) BD-PSNR: 0.986. Result ID: 6a2bbcd7fbc373592c2a0459. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Codec":"ELIC"}. This record does not assert independent reproduction. ### VTM BD-PSNR: 0.7495. Result ID: 6a2bbcd7fbc373592c2a045b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hyperprior BD-PSNR: 0. Result ID: 6a2bbcd7fbc373592c2a0453. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.