# Image Generation on ImageNet 256 Source: [Image Generation on ImageNet 256]() Collection index: [llms.txt]() Data updated: 2026-06-16T07:59:28.867Z Evaluation of image generation models on the ImageNet dataset subset rendered at 256 resolution, specifically reporting FID-50k and relative FID change (ΔFID). 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 Generation | | Dataset (including any stated split) | ImageNet 256 | | Metric | FID-50k | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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-50k](): Lower is better; unit: SCALAR. - [Relative FID Change (ΔFID)](): Lower is better; unit: PERCENT. ## Recorded results | Method | FID-50k | Result date | Report paper | | --- | --- | --- | --- | | JiT-700M/32 + Spectral Forcing | 15.15 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-700M/32 | 16.46 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-700M/32 + Spectral Forcing | 17.53 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-700M/32 | 19.9 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-700M/32 + Spectral Forcing | 20.68 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/16 + Spectral Forcing | 21.29 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/16 | 21.76 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-700M/32 | 24.19 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 + Spectral Forcing | 24.91 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 | 25.29 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 + Spectral Forcing | 33.18 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 | 33.3 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 + Spectral Forcing | 42.92 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 | 44.68 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 + Spectral Forcing | 100.78 | Not recorded | 6a30d8bdd33dfb23e783cd97 | | JiT-130M/32 | 114.03 | Not recorded | 6a30d8bdd33dfb23e783cd97 | ### JiT-700M/32 + Spectral Forcing FID-50k: 15.15. Result ID: 6a310162fbc373592c2d0764. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"120"}. This record does not assert independent reproduction. ### JiT-700M/32 FID-50k: 16.46. Result ID: 6a310162fbc373592c2d0763. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"120"}. This record does not assert independent reproduction. ### JiT-700M/32 + Spectral Forcing FID-50k: 17.53. Result ID: 6a310162fbc373592c2d0762. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"90"}. This record does not assert independent reproduction. ### JiT-700M/32 FID-50k: 19.9. Result ID: 6a310162fbc373592c2d0761. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"90"}. This record does not assert independent reproduction. ### JiT-700M/32 + Spectral Forcing FID-50k: 20.68. Result ID: 6a310162fbc373592c2d0760. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"60"}. This record does not assert independent reproduction. ### JiT-130M/16 + Spectral Forcing FID-50k: 21.29. Result ID: 6a310162fbc373592c2d0766. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"256","Epochs":"60"}. This record does not assert independent reproduction. ### JiT-130M/16 FID-50k: 21.76. Result ID: 6a310162fbc373592c2d0765. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"256","Epochs":"60"}. This record does not assert independent reproduction. ### JiT-700M/32 FID-50k: 24.19. Result ID: 6a310162fbc373592c2d075f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"60"}. This record does not assert independent reproduction. ### JiT-130M/32 + Spectral Forcing FID-50k: 24.91. Result ID: 6a310162fbc373592c2d075e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"200"}. This record does not assert independent reproduction. ### JiT-130M/32 FID-50k: 25.29. Result ID: 6a310162fbc373592c2d075d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"200"}. This record does not assert independent reproduction. ### JiT-130M/32 + Spectral Forcing FID-50k: 33.18. Result ID: 6a310162fbc373592c2d075c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"100"}. This record does not assert independent reproduction. ### JiT-130M/32 FID-50k: 33.3. Result ID: 6a310162fbc373592c2d075b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"100"}. This record does not assert independent reproduction. ### JiT-130M/32 + Spectral Forcing FID-50k: 42.92. Result ID: 6a310162fbc373592c2d075a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"60"}. This record does not assert independent reproduction. ### JiT-130M/32 FID-50k: 44.68. Result ID: 6a310162fbc373592c2d0759. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"60"}. This record does not assert independent reproduction. ### JiT-130M/32 + Spectral Forcing FID-50k: 100.78. Result ID: 6a310162fbc373592c2d0758. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"15"}. This record does not assert independent reproduction. ### JiT-130M/32 FID-50k: 114.03. Result ID: 6a310162fbc373592c2d0757. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Tokens":"64","Epochs":"15"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.