# Qualitative Interface Comparison on User Study (N=24) (between-subjects)

Source: [Qualitative Interface Comparison on User Study (N=24) (between-subjects)](<https://www.sota2.com/research/sota/qualitative-interface-comparison-on-user-study-n-24-between-subjects>)

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

Data updated: 2026-02-26T05:52:37.932Z

Qualitative evaluation derived from a user study involving 24 participants (between-subjects design), focusing on interface comparison assessed via the frequency of specific mentions.

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 | Qualitative Interface Comparison |
| Dataset (including any stated split) | User Study (N=24) (between-subjects) |
| Metric | Mentions |
| Unit | SCALAR |
| 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

- [Mentions](<https://www.sota2.com/research/sota/qualitative-interface-comparison-on-user-study-n-24-between-subjects.md?metric=Mentions>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Mentions | Result date | Report paper |
| --- | --- | --- | --- |
| CanAnswer | 10 | Not recorded | 693a4ff26cfd488761a54939 |
| CanAnswer | 9 | Not recorded | 693a4ff26cfd488761a54939 |
| CanAnswer | 8 | Not recorded | 693a4ff26cfd488761a54939 |
| CanAnswer | 7 | Not recorded | 693a4ff26cfd488761a54939 |
| CanAnswer | 7 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 7 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 7 | Not recorded | 693a4ff26cfd488761a54939 |
| CanAnswer | 6 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 6 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 5 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 5 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 4 | Not recorded | 693a4ff26cfd488761a54939 |
| CanAnswer | 3 | Not recorded | 693a4ff26cfd488761a54939 |
| CanAnswer | 3 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 3 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 2 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 2 | Not recorded | 693a4ff26cfd488761a54939 |

### CanAnswer

Mentions: 10. Result ID: 69989c535698665ec4fea7fc.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Convenience for gaining information","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### CanAnswer

Mentions: 9. Result ID: 69989c535698665ec4fea7fd.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Credibility","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### CanAnswer

Mentions: 8. Result ID: 69989c535698665ec4fea7fe.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Impressive of learned knowledge points","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### CanAnswer

Mentions: 7. Result ID: 69989c535698665ec4fea7ff.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Suggested Follow-Ups feature","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### CanAnswer

Mentions: 7. Result ID: 69989c535698665ec4fea800.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Well-structured and consistent answers","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### Baseline

Mentions: 7. Result ID: 69989c535698665ec4fea807.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Concerns about credibility","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

### Baseline

Mentions: 7. Result ID: 69989c535698665ec4fea808.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Disorganized information","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

### CanAnswer

Mentions: 6. Result ID: 69989c535698665ec4fea801.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Topic switch feature","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### Baseline

Mentions: 6. Result ID: 69989c535698665ec4fea809.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Difficult interaction","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

### Baseline

Mentions: 5. Result ID: 69989c535698665ec4fea804.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Ease of accessing information quickly","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### Baseline

Mentions: 5. Result ID: 69989c535698665ec4fea80a.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Vague responses","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

### Baseline

Mentions: 4. Result ID: 69989c535698665ec4fea805.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Cross-checking","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### CanAnswer

Mentions: 3. Result ID: 69989c535698665ec4fea802.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Relevance of the provided examples","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

### CanAnswer

Mentions: 3. Result ID: 69989c535698665ec4fea803.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Limited Interactivity","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

### Baseline

Mentions: 3. Result ID: 69989c535698665ec4fea806.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Engaging content with emotional support","Feedback Polarity":"Pros"}. This record does not assert independent reproduction.

### Baseline

Mentions: 2. Result ID: 69989c535698665ec4fea80b.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Hard to understand technical terms","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

### Baseline

Mentions: 2. Result ID: 69989c535698665ec4fea80c.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Aspect":"Lack of personalized experience","Feedback Polarity":"Cons"}. This record does not assert independent reproduction.

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