# Dialogue on USR (N = 198)

Source: [Dialogue on USR (N = 198)](<https://www.sota2.com/research/sota/dialogue-on-usr-n-198>)

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

Data updated: 2026-04-13T07:41:30.293Z

Evaluation of dialogue performance on the USR (N=198) dataset, measured using correlation metrics such as Spearman's rho.

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 | Dialogue |
| Dataset (including any stated split) | USR (N = 198) |
| Metric | Spearman's Rho |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Spearman's Rho](<https://www.sota2.com/research/sota/dialogue-on-usr-n-198.md?metric=Spearman%27s%20Rho>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spearman's Rho | Result date | Report paper |
| --- | --- | --- | --- |
| TCVA | 0.173 | Not recorded | 69dc788a7d0172140ec78aa8 |
| TCVA | 0.173 | Not recorded | 69dc788a7d0172140ec78aa8 |
| RAGAS | 0.171 | Not recorded | 69dc788a7d0172140ec78aa8 |
| TCVA | 0.168 | Not recorded | 69dc788a7d0172140ec78aa8 |
| TCVA | 0.153 | Not recorded | 69dc788a7d0172140ec78aa8 |
| TCVA | 0.153 | Not recorded | 69dc788a7d0172140ec78aa8 |
| DeepEval | 0.052 | Not recorded | 69dc788a7d0172140ec78aa8 |

### TCVA

Spearman's Rho: 0.173. Result ID: 69dc9e1a47f34ce924c35062.

[Reporting paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

Recorded evaluation configuration: {"Temperature (T)":"0.7"}. This record does not assert independent reproduction.

### TCVA

Spearman's Rho: 0.173. Result ID: 69dc9e1a47f34ce924c35063.

[Reporting paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

Recorded evaluation configuration: {"Temperature (T)":"0.9"}. This record does not assert independent reproduction.

### RAGAS

Spearman's Rho: 0.171. Result ID: 69dc9e1a47f34ce924c35064.

[Reporting paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78451e209131cea7784e.md>)

Recorded evaluation configuration: {"Verdict Level":"binary"}. This record does not assert independent reproduction.

### TCVA

Spearman's Rho: 0.168. Result ID: 69dc9e1a47f34ce924c35061.

[Reporting paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

Recorded evaluation configuration: {"Temperature (T)":"0.5"}. This record does not assert independent reproduction.

### TCVA

Spearman's Rho: 0.153. Result ID: 69dc9e1a47f34ce924c3505f.

[Reporting paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

Recorded evaluation configuration: {"Temperature (T)":"0.2"}. This record does not assert independent reproduction.

### TCVA

Spearman's Rho: 0.153. Result ID: 69dc9e1a47f34ce924c35060.

[Reporting paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

Recorded evaluation configuration: {"Temperature (T)":"0.3"}. This record does not assert independent reproduction.

### DeepEval

Spearman's Rho: 0.052. Result ID: 69dc9e1a47f34ce924c35065.

[Reporting paper](<https://www.sota2.com/research/paper/69dc788a7d0172140ec78aa8.md>)

Recorded evaluation configuration: {"Verdict Level":"ternary"}. This record does not assert independent reproduction.

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