# Faithful Narrative Generation on stroke

Source: [Faithful Narrative Generation on stroke](<https://www.sota2.com/research/sota/faithful-narrative-generation-on-stroke>)

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

Data updated: 2026-03-23T11:44:27.260Z

Evaluation of models on the 'stroke' dataset focusing on Faithful Narrative Generation, assessed using metrics like RA, SA, VA, and the count of Unfaithful Narratives.

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 | Faithful Narrative Generation |
| Dataset (including any stated split) | stroke |
| Metric | RA |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| 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

- [RA](<https://www.sota2.com/research/sota/faithful-narrative-generation-on-stroke.md?metric=RA>): Higher is better; unit: SCALAR.

- [SA](<https://www.sota2.com/research/sota/faithful-narrative-generation-on-stroke.md?metric=SA>): Higher is better; unit: SCALAR.

- [VA](<https://www.sota2.com/research/sota/faithful-narrative-generation-on-stroke.md?metric=VA>): Higher is better; unit: SCALAR.

- [Count of Unfaithful Narratives](<https://www.sota2.com/research/sota/faithful-narrative-generation-on-stroke.md?metric=Count%20of%20Unfaithful%20Narratives>): Lower is better; unit: SCALAR.

## Recorded results

| Method | RA | Result date | Report paper |
| --- | --- | --- | --- |
| Basic Design | 1 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Basic Design | 0.988 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Critic Design | 0.975 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Critic Design | 0.975 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Critic-Rule Design | 0.975 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Critic-Rule Design | 0.975 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Basic Design | 0.95 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Critic Design | 0.95 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Critic-Rule Design | 0.95 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Coherent Design | 0.95 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Coherent-Rule Design | 0.95 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Coherent Design | 0.938 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Coherent-Rule Design | 0.938 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Baseline | 0.925 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Coherent-Rule Design | 0.863 | Not recorded | 69c0c8ee0636e5bf4afc3aba |
| Coherent Design | 0.838 | Not recorded | 69c0c8ee0636e5bf4afc3aba |

### Basic Design

RA: 1. Result ID: 69c1274047f34ce924a9b484.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Basic Design","Round":"2","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Basic Design

RA: 0.988. Result ID: 69c1274047f34ce924a9b483.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Basic Design","Round":"1","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Critic Design

RA: 0.975. Result ID: 69c1274047f34ce924a9b486.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Critic Design","Round":"1","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Critic Design

RA: 0.975. Result ID: 69c1274047f34ce924a9b487.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Critic Design","Round":"2","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Critic-Rule Design

RA: 0.975. Result ID: 69c1274047f34ce924a9b489.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Critic-Rule Design","Round":"1","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Critic-Rule Design

RA: 0.975. Result ID: 69c1274047f34ce924a9b48a.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Critic-Rule Design","Round":"2","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Basic Design

RA: 0.95. Result ID: 69c1274047f34ce924a9b482.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Basic Design","Round":"0","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Critic Design

RA: 0.95. Result ID: 69c1274047f34ce924a9b485.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Critic Design","Round":"0","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Critic-Rule Design

RA: 0.95. Result ID: 69c1274047f34ce924a9b488.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Critic-Rule Design","Round":"0","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Coherent Design

RA: 0.95. Result ID: 69c1274047f34ce924a9b48b.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Coherent Design","Round":"0","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Coherent-Rule Design

RA: 0.95. Result ID: 69c1274047f34ce924a9b48e.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Coherent-Rule Design","Round":"0","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Coherent Design

RA: 0.938. Result ID: 69c1274047f34ce924a9b48c.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Coherent Design","Round":"1","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Coherent-Rule Design

RA: 0.938. Result ID: 69c1274047f34ce924a9b48f.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Coherent-Rule Design","Round":"1","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Baseline

RA: 0.925. Result ID: 69c1274047f34ce924a9b481.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76381e209131cea6bed3.md>)

Recorded evaluation configuration: {"Design":"Baseline","Round":"0","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Coherent-Rule Design

RA: 0.863. Result ID: 69c1274047f34ce924a9b490.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Coherent-Rule Design","Round":"2","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### Coherent Design

RA: 0.838. Result ID: 69c1274047f34ce924a9b48d.

[Reporting paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c0c8ee0636e5bf4afc3aba.md>)

Recorded evaluation configuration: {"Design":"Coherent Design","Round":"2","Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

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