# Storytelling Image Generation on GPT-image quality: medium 1.0

Source: [Storytelling Image Generation on GPT-image quality: medium 1.0](<https://www.sota2.com/research/sota/storytelling-image-generation-on-gpt-image-quality-medium-1-0>)

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

Data updated: 2026-02-26T06:05:12.503Z

Evaluation of models generating stories or story-related images using the GPT-image quality: medium 1.0 dataset, assessed on success rate, word count, visual clues, diversity, semantic score, and human preference.

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 | Storytelling Image Generation |
| Dataset (including any stated split) | GPT-image quality: medium 1.0 |
| Metric | Success Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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

- [Success Rate](<https://www.sota2.com/research/sota/storytelling-image-generation-on-gpt-image-quality-medium-1-0.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

- [Word Count](<https://www.sota2.com/research/sota/storytelling-image-generation-on-gpt-image-quality-medium-1-0.md?metric=Word%20Count>): Higher is better; unit: SCALAR.

- [Visual Clue Count](<https://www.sota2.com/research/sota/storytelling-image-generation-on-gpt-image-quality-medium-1-0.md?metric=Visual%20Clue%20Count>): Higher is better; unit: SCALAR.

- [Diversity](<https://www.sota2.com/research/sota/storytelling-image-generation-on-gpt-image-quality-medium-1-0.md?metric=Diversity>): Higher is better; unit: SCALAR.

- [Semantic Score](<https://www.sota2.com/research/sota/storytelling-image-generation-on-gpt-image-quality-medium-1-0.md?metric=Semantic%20Score>): Higher is better; unit: SCALAR.

- [Human Preference Score](<https://www.sota2.com/research/sota/storytelling-image-generation-on-gpt-image-quality-medium-1-0.md?metric=Human%20Preference%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| Mini-Storyteller-LLaMA-3.2-1B-SFT | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Llama-3.2-3B-Instruct | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-LLaMA-3.2-3B-SFT | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-LLaMA-3.2-3B-DPO | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Llama-3.1-8B-Instruct | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-LLaMA-3.1-8B-SFT | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-LLaMA-3.1-8B-DPO | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-LLaMA-3.1-8B-DPO-Mix | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Qwen2.5-1.5B-Instruct | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-Qwen2.5-1.5B-SFT | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-Qwen2.5-1.5B-DPO | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Qwen2.5-7B-Instruct | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-Qwen2.5-7B-SFT | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-Qwen2.5-7B-DPO | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-Qwen2.5-7B-DPO-Mix | 1 | Not recorded | 6937ad546cfd488761a4ec3c |
| Llama-3.2-1B-Instruct | 0.967 | Not recorded | 6937ad546cfd488761a4ec3c |
| Mini-Storyteller-LLaMA-3.2-1B-DPO | 0.967 | Not recorded | 6937ad546cfd488761a4ec3c |

### Mini-Storyteller-LLaMA-3.2-1B-SFT

Success Rate: 1. Result ID: 699878e55698665ec4d983a8.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.2","Size":"1B","Training Strategy":"SFT","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Llama-3.2-3B-Instruct

Success Rate: 1. Result ID: 699878e55698665ec4d983aa.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.2","Size":"3B","Training Strategy":"Instruct","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-LLaMA-3.2-3B-SFT

Success Rate: 1. Result ID: 699878e55698665ec4d983ab.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.2","Size":"3B","Training Strategy":"SFT","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-LLaMA-3.2-3B-DPO

Success Rate: 1. Result ID: 699878e55698665ec4d983ac.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.2","Size":"3B","Training Strategy":"DPO","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Llama-3.1-8B-Instruct

Success Rate: 1. Result ID: 699878e55698665ec4d983ad.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.1","Size":"8B","Training Strategy":"Instruct","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-LLaMA-3.1-8B-SFT

Success Rate: 1. Result ID: 699878e55698665ec4d983ae.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.1","Size":"8B","Training Strategy":"SFT","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-LLaMA-3.1-8B-DPO

Success Rate: 1. Result ID: 699878e55698665ec4d983af.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.1","Size":"8B","Training Strategy":"DPO","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-LLaMA-3.1-8B-DPO-Mix

Success Rate: 1. Result ID: 699878e55698665ec4d983b0.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.1","Size":"8B","Training Strategy":"DPO-Mix","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Qwen2.5-1.5B-Instruct

Success Rate: 1. Result ID: 699878e55698665ec4d983b1.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

Recorded evaluation configuration: {"Base LLM":"Qwen2.5","Size":"1.5B","Training Strategy":"Instruct","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-Qwen2.5-1.5B-SFT

Success Rate: 1. Result ID: 699878e55698665ec4d983b2.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Qwen2.5","Size":"1.5B","Training Strategy":"SFT","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-Qwen2.5-1.5B-DPO

Success Rate: 1. Result ID: 699878e55698665ec4d983b3.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Qwen2.5","Size":"1.5B","Training Strategy":"DPO","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Qwen2.5-7B-Instruct

Success Rate: 1. Result ID: 699878e55698665ec4d983b4.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

Recorded evaluation configuration: {"Base LLM":"Qwen2.5","Size":"7B","Training Strategy":"Instruct","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-Qwen2.5-7B-SFT

Success Rate: 1. Result ID: 699878e55698665ec4d983b5.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Qwen2.5","Size":"7B","Training Strategy":"SFT","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-Qwen2.5-7B-DPO

Success Rate: 1. Result ID: 699878e55698665ec4d983b6.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Qwen2.5","Size":"7B","Training Strategy":"DPO","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-Qwen2.5-7B-DPO-Mix

Success Rate: 1. Result ID: 699878e55698665ec4d983b7.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Qwen2.5","Size":"7B","Training Strategy":"DPO-Mix","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Llama-3.2-1B-Instruct

Success Rate: 0.967. Result ID: 699878e55698665ec4d983a7.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.2","Size":"1B","Training Strategy":"Instruct","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

### Mini-Storyteller-LLaMA-3.2-1B-DPO

Success Rate: 0.967. Result ID: 699878e55698665ec4d983a9.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad546cfd488761a4ec3c.md>)

Recorded evaluation configuration: {"Base LLM":"Llama-3.2","Size":"1B","Training Strategy":"DPO","Painter Model":"GPT-image-1 (medium)"}. This record does not assert independent reproduction.

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