# Story Generation on Flintstones

Source: [Story Generation on Flintstones](<https://www.sota2.com/research/sota/story-generation-on-flintstones>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-22T08:57:52.642Z

Evaluation of Story Generation performance on the Flintstones dataset, measured using metrics including 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 Generation |
| Dataset (including any stated split) | Flintstones |
| 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](<https://www.sota2.com/research/sota/story-generation-on-flintstones.md?metric=CLIPScore>): Higher is better; unit: SCALAR.

- [Char-F1](<https://www.sota2.com/research/sota/story-generation-on-flintstones.md?metric=Char-F1>): Higher is better; unit: PERCENT.

- [F-Acc](<https://www.sota2.com/research/sota/story-generation-on-flintstones.md?metric=F-Acc>): Higher is better; unit: PERCENT.

- [mAP](<https://www.sota2.com/research/sota/story-generation-on-flintstones.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | CLIPScore | Result date | Report paper |
| --- | --- | --- | --- |
| S2ED | 0.298 | Not recorded | 6a0fe30bf984739ed6739d7f |
| Gemini-2.5 Pro | 0.286 | Not recorded | 6a0fe30bf984739ed6739d7f |
| GPT5 | 0.284 | Not recorded | 6a0fe30bf984739ed6739d7f |
| LayoutPrompt | 0.279 | Not recorded | 6a0fe30bf984739ed6739d7f |
| TokenInject | 0.272 | Not recorded | 6a0fe30bf984739ed6739d7f |
| PlainPrompt | 0.265 | Not recorded | 6a0fe30bf984739ed6739d7f |

### S2ED

CLIPScore: 0.298. Result ID: 6a101a86fbc373592c0943ea.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe30bf984739ed6739d7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0fe30bf984739ed6739d7f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Gemini-2.5 Pro

CLIPScore: 0.286. Result ID: 6a101a86fbc373592c0943e9.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe30bf984739ed6739d7f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GPT5

CLIPScore: 0.284. Result ID: 6a101a86fbc373592c0943e8.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe30bf984739ed6739d7f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LayoutPrompt

CLIPScore: 0.279. Result ID: 6a101a86fbc373592c0943e7.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe30bf984739ed6739d7f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TokenInject

CLIPScore: 0.272. Result ID: 6a101a86fbc373592c0943e6.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe30bf984739ed6739d7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d2d1e209131cea38190.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### PlainPrompt

CLIPScore: 0.265. Result ID: 6a101a86fbc373592c0943e5.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe30bf984739ed6739d7f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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