# Image-to-Video Generation on Wan 14B 2.2 Source: [Image-to-Video Generation on Wan 14B 2.2]() Collection index: [llms.txt]() Data updated: 2026-03-11T07:02:33.312Z Evaluation of Image-to-Video generation models on the Wan 14B 2.2 dataset, assessed using perceptual quality metrics (PSNR, SSIM, LPIPS, ImgQual, SubCons) and computational metrics (FLOP, Speedup). 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-to-Video Generation | | Dataset (including any stated split) | Wan 14B 2.2 | | Metric | Image Quality Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Image Quality Score](): Higher is better; unit: SCALAR. - [PSNR](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: PERCENT. - [LPIPS](): Lower is better; unit: SCALAR. - [Subjective Consistency](): Higher is better; unit: SCALAR. - [Density](): Higher is better; unit: PERCENT. - [FLOP (PFLOPS)](): Lower is better; unit: SIZE. - [Speedup](): Higher is better; unit: SCALAR. ## Recorded results | Method | Image Quality Score | Result date | Report paper | | --- | --- | --- | --- | | Wan 2.2 14B (Full Attention) | 0.704 | Not recorded | 69b0f6f22d603e6de3e45c32 | | SVG-EAR | 0.704 | Not recorded | 69b0f6f22d603e6de3e45c32 | | SpargeAttn | 0.703 | Not recorded | 69b0f6f22d603e6de3e45c32 | | SVG | 0.703 | Not recorded | 69b0f6f22d603e6de3e45c32 | | SVG-EAR-Turbo | 0.702 | Not recorded | 69b0f6f22d603e6de3e45c32 | | SVG2 | 0.701 | Not recorded | 69b0f6f22d603e6de3e45c32 | | SVG2-Turbo | 0.7 | Not recorded | 69b0f6f22d603e6de3e45c32 | ### Wan 2.2 14B (Full Attention) Image Quality Score: 0.704. Result ID: 69b113076dbb7075b95aeb4e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"720P"}. This record does not assert independent reproduction. ### SVG-EAR Image Quality Score: 0.704. Result ID: 69b113076dbb7075b95aeb53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"720P"}. This record does not assert independent reproduction. ### SpargeAttn Image Quality Score: 0.703. Result ID: 69b113076dbb7075b95aeb4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"720P"}. This record does not assert independent reproduction. ### SVG Image Quality Score: 0.703. Result ID: 69b113076dbb7075b95aeb50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"720P"}. This record does not assert independent reproduction. ### SVG-EAR-Turbo Image Quality Score: 0.702. Result ID: 69b113076dbb7075b95aeb54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"720P","Turbo":"True"}. This record does not assert independent reproduction. ### SVG2 Image Quality Score: 0.701. Result ID: 69b113076dbb7075b95aeb51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"720P"}. This record does not assert independent reproduction. ### SVG2-Turbo Image Quality Score: 0.7. Result ID: 69b113076dbb7075b95aeb52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"720P","Turbo":"True"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.