# Story-to-image generation on Shakoo Maku Source: [Story-to-image generation on Shakoo Maku]() Collection index: [llms.txt]() Data updated: 2026-05-22T08:57:52.574Z Evaluation of models generating images from stories using metrics such as CLIPScore, Char-F1, F-Acc, and mAP. 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 | Story-to-image generation | | Dataset (including any stated split) | Shakoo Maku | | Metric | CLIPScore | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [CLIPScore](): Higher is better; unit: SCALAR. - [Char-F1](): Higher is better; unit: PERCENT. - [F-Acc](): Higher is better; unit: PERCENT. - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | CLIPScore | Result date | Report paper | | --- | --- | --- | --- | | S2ED | 0.283 | Not recorded | 6a0fe30bf984739ed6739d7f | | Gemini-2.5 Pro | 0.267 | Not recorded | 6a0fe30bf984739ed6739d7f | | GPT5 | 0.264 | Not recorded | 6a0fe30bf984739ed6739d7f | | LayoutPrompt | 0.258 | Not recorded | 6a0fe30bf984739ed6739d7f | | TokenInject | 0.25 | Not recorded | 6a0fe30bf984739ed6739d7f | | PlainPrompt | 0.241 | Not recorded | 6a0fe30bf984739ed6739d7f | ### S2ED CLIPScore: 0.283. Result ID: 6a101a86fbc373592c0943de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gemini-2.5 Pro CLIPScore: 0.267. Result ID: 6a101a86fbc373592c0943dd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT5 CLIPScore: 0.264. Result ID: 6a101a86fbc373592c0943dc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LayoutPrompt CLIPScore: 0.258. Result ID: 6a101a86fbc373592c0943db. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TokenInject CLIPScore: 0.25. Result ID: 6a101a86fbc373592c0943da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PlainPrompt CLIPScore: 0.241. Result ID: 6a101a86fbc373592c0943d9. [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.