# Image Generation on ImageNet 256x256 with FlowDCN Source: [Image Generation on ImageNet 256x256 with FlowDCN]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:44:42.158Z Evaluation of image generation models on the ImageNet dataset rendered at 256x256 resolution using the FlowDCN configuration. Primary metric is 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 Generation | | Dataset (including any stated split) | ImageNet 256x256 with FlowDCN | | Metric | FID | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 18 of 18 | | 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. ## Recorded results | Method | FID | Result date | Report paper | | --- | --- | --- | --- | | RK1 | 27.69 | Not recorded | 6940e7b2456146936284f994 | | RK1 + Bespoke | 28.27 | Not recorded | 6940e7b2456146936284f994 | | RK1 + GITS | 31.7 | Not recorded | 6940e7b2456146936284f994 | | RK1 + DMN | 42.78 | Not recorded | 6940e7b2456146936284f994 | | RK1 + BézierFlow | 44.6 | Not recorded | 6940e7b2456146936284f994 | | RK2 + BézierFlow | 83.97 | Not recorded | 6940e7b2456146936284f994 | | RK1 + LD3 | 85.16 | Not recorded | 6940e7b2456146936284f994 | | RK2 + Bespoke | 86.58 | Not recorded | 6940e7b2456146936284f994 | | RK2 | 90.26 | Not recorded | 6940e7b2456146936284f994 | | RK1 + BézierFlow | 94.64 | Not recorded | 6940e7b2456146936284f994 | | RK1 | 113.27 | Not recorded | 6940e7b2456146936284f994 | | RK1 + Bespoke | 114.66 | Not recorded | 6940e7b2456146936284f994 | | RK1 + DMN | 115.89 | Not recorded | 6940e7b2456146936284f994 | | RK1 + LD3 | 126.29 | Not recorded | 6940e7b2456146936284f994 | | RK1 + GITS | 130.81 | Not recorded | 6940e7b2456146936284f994 | | RK1 + BézierFlow | 261.79 | Not recorded | 6940e7b2456146936284f994 | | RK1 | 263.54 | Not recorded | 6940e7b2456146936284f994 | | RK1 + Bespoke | 264.81 | Not recorded | 6940e7b2456146936284f994 | ### RK1 FID: 27.69. Result ID: 699960145698665ec4cc3d8d. [Reporting paper]() Recorded evaluation configuration: {"NFE":3}. This record does not assert independent reproduction. ### RK1 + Bespoke FID: 28.27. Result ID: 699960145698665ec4cc3d94. [Reporting paper]() Recorded evaluation configuration: {"NFE":3}. This record does not assert independent reproduction. ### RK1 + GITS FID: 31.7. Result ID: 699960145698665ec4cc3d91. [Reporting paper]() Recorded evaluation configuration: {"NFE":3}. This record does not assert independent reproduction. ### RK1 + DMN FID: 42.78. Result ID: 699960145698665ec4cc3d8f. [Reporting paper]() Recorded evaluation configuration: {"NFE":3}. This record does not assert independent reproduction. ### RK1 + BézierFlow FID: 44.6. Result ID: 699960145698665ec4cc3d99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":3}. This record does not assert independent reproduction. ### RK2 + BézierFlow FID: 83.97. Result ID: 699960145698665ec4cc3d9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 + LD3 FID: 85.16. Result ID: 699960145698665ec4cc3d96. [Reporting paper]() Recorded evaluation configuration: {"NFE":3}. This record does not assert independent reproduction. ### RK2 + Bespoke FID: 86.58. Result ID: 699960145698665ec4cc3d9b. [Reporting paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK2 FID: 90.26. Result ID: 699960145698665ec4cc3d9a. [Reporting paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 + BézierFlow FID: 94.64. Result ID: 699960145698665ec4cc3d98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 FID: 113.27. Result ID: 699960145698665ec4cc3d8c. [Reporting paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 + Bespoke FID: 114.66. Result ID: 699960145698665ec4cc3d93. [Reporting paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 + DMN FID: 115.89. Result ID: 699960145698665ec4cc3d8e. [Reporting paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 + LD3 FID: 126.29. Result ID: 699960145698665ec4cc3d95. [Reporting paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 + GITS FID: 130.81. Result ID: 699960145698665ec4cc3d90. [Reporting paper]() Recorded evaluation configuration: {"NFE":2}. This record does not assert independent reproduction. ### RK1 + BézierFlow FID: 261.79. Result ID: 699960145698665ec4cc3d97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"NFE":1}. This record does not assert independent reproduction. ### RK1 FID: 263.54. Result ID: 699960145698665ec4cc3d8b. [Reporting paper]() Recorded evaluation configuration: {"NFE":1}. This record does not assert independent reproduction. ### RK1 + Bespoke FID: 264.81. Result ID: 699960145698665ec4cc3d92. [Reporting paper]() Recorded evaluation configuration: {"NFE":1}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.