# Image Compression on ImageNet-1K Source: [Image Compression on ImageNet-1K]() Collection index: [llms.txt]() Data updated: 2026-06-12T08:01:44.706Z Evaluation of image compression models on the ImageNet-1K dataset, measured using Bjontegaard Delta metrics for PSNR, LPIPS, 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 | Image Compression | | Dataset (including any stated split) | ImageNet-1K | | 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](): Lower is better; unit: SCALAR. - [BD-FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | BD-PSNR | Result date | Report paper | | --- | --- | --- | --- | | CDC | 6.416 | Not recorded | 6a2b9298d33dfb23e783b04f | | IPIC(Hyp.) | 2.648 | Not recorded | 6a2b9298d33dfb23e783b04f | | DCICRP | 2.0331 | Not recorded | 6a2b9298d33dfb23e783b04f | | WebP | 1.709 | Not recorded | 6a2b9298d33dfb23e783b04f | | IPIC(ELIC) | 1.492 | Not recorded | 6a2b9298d33dfb23e783b04f | | HiFiC | 1.418 | Not recorded | 6a2b9298d33dfb23e783b04f | | DCICRDP | 1.1481 | Not recorded | 6a2b9298d33dfb23e783b04f | | DCICRD | 1.0623 | Not recorded | 6a2b9298d33dfb23e783b04f | | Entroformer | 1.0587 | Not recorded | 6a2b9298d33dfb23e783b04f | | VTM | 0.9018 | Not recorded | 6a2b9298d33dfb23e783b04f | | ILLM | 0.596 | Not recorded | 6a2b9298d33dfb23e783b04f | | Hyperprior | 0 | Not recorded | 6a2b9298d33dfb23e783b04f | ### CDC BD-PSNR: 6.416. Result ID: 6a2bbcd7fbc373592c2a046e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IPIC(Hyp.) BD-PSNR: 2.648. Result ID: 6a2bbcd7fbc373592c2a0470. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Codec":"Hyperprior"}. This record does not assert independent reproduction. ### DCICRP BD-PSNR: 2.0331. Result ID: 6a2bbcd7fbc373592c2a0474. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WebP BD-PSNR: 1.709. Result ID: 6a2bbcd7fbc373592c2a0472. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IPIC(ELIC) BD-PSNR: 1.492. Result ID: 6a2bbcd7fbc373592c2a0471. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Codec":"ELIC"}. This record does not assert independent reproduction. ### HiFiC BD-PSNR: 1.418. Result ID: 6a2bbcd7fbc373592c2a046d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCICRDP BD-PSNR: 1.1481. Result ID: 6a2bbcd7fbc373592c2a0476. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCICRD BD-PSNR: 1.0623. Result ID: 6a2bbcd7fbc373592c2a0475. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Entroformer BD-PSNR: 1.0587. Result ID: 6a2bbcd7fbc373592c2a046c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VTM BD-PSNR: 0.9018. Result ID: 6a2bbcd7fbc373592c2a0473. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ILLM BD-PSNR: 0.596. Result ID: 6a2bbcd7fbc373592c2a046f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hyperprior BD-PSNR: 0. Result ID: 6a2bbcd7fbc373592c2a046b. [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.