# Story Editing on ConsiStory+ protocol

Source: [Story Editing on ConsiStory+ protocol](<https://www.sota2.com/research/sota/story-editing-on-consistory-plus-protocol>)

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

Data updated: 2026-02-26T05:39:46.788Z

Evaluation of models performing story editing tasks using the ConsiStory+ protocol dataset, measured by consistency, pages changed, turns, and time taken.

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 Editing |
| Dataset (including any stated split) | ConsiStory+ protocol |
| Metric | Consistency |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Consistency](<https://www.sota2.com/research/sota/story-editing-on-consistory-plus-protocol.md?metric=Consistency>): Higher is better; unit: PERCENT.

- [Pages Changed](<https://www.sota2.com/research/sota/story-editing-on-consistory-plus-protocol.md?metric=Pages%20Changed>): Lower is better; unit: SCALAR.

- [Turns](<https://www.sota2.com/research/sota/story-editing-on-consistory-plus-protocol.md?metric=Turns>): Lower is better; unit: SCALAR.

- [Time (s)](<https://www.sota2.com/research/sota/story-editing-on-consistory-plus-protocol.md?metric=Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Consistency | Result date | Report paper |
| --- | --- | --- | --- |
| Gemini Storybook | 89 | Not recorded | 69818145a8b01e76cc8e2449 |
| StoryState | 83 | Not recorded | 69818145a8b01e76cc8e2449 |
| 1Prompt1Story | 78 | Not recorded | 69818145a8b01e76cc8e2449 |

### Gemini Storybook

Consistency: 89. Result ID: 699760685698665ec4b33348.

[Reporting paper](<https://www.sota2.com/research/paper/69818145a8b01e76cc8e2449.md>)

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

### StoryState

Consistency: 83. Result ID: 699760685698665ec4b3334a.

[Reporting paper](<https://www.sota2.com/research/paper/69818145a8b01e76cc8e2449.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69818145a8b01e76cc8e2449.md>)

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

### 1Prompt1Story

Consistency: 78. Result ID: 699760685698665ec4b33349.

[Reporting paper](<https://www.sota2.com/research/paper/69818145a8b01e76cc8e2449.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76d01e209131cea6f3bf.md>)

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

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