# Dial Turn on Dial Turn real

Source: [Dial Turn on Dial Turn real](<https://www.sota2.com/research/sota/dial-turn-on-dial-turn-real>)

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

Data updated: 2026-07-03T07:09:11.991Z

Evaluation of the Dial Turn task performance on the 'real' version/split of the Dial Turn dataset, measured using Success Rate.

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 | Dial Turn |
| Dataset (including any stated split) | Dial Turn real |
| Metric | Success Rate |
| Unit | PERCENT |
| 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

- [Success Rate](<https://www.sota2.com/research/sota/dial-turn-on-dial-turn-real.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| CoRe | 70 | Not recorded | 6a47420b143ebdcacacc5c5e |
| Eureka | 45 | Not recorded | 6a47420b143ebdcacacc5c5e |
| Text2Rward | 45 | Not recorded | 6a47420b143ebdcacacc5c5e |
| RL-VLM-F | 45 | Not recorded | 6a47420b143ebdcacacc5c5e |
| CLIP Score | 0 | Not recorded | 6a47420b143ebdcacacc5c5e |
| PrefVLM | 0 | Not recorded | 6a47420b143ebdcacacc5c5e |
| ERL-VLM | 0 | Not recorded | 6a47420b143ebdcacacc5c5e |

### CoRe

Success Rate: 70. Result ID: 6a47601660b88bb339927fb1.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

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

### Eureka

Success Rate: 45. Result ID: 6a47601660b88bb339927fac.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa730a1e209131cea5a0c1.md>)

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

### Text2Rward

Success Rate: 45. Result ID: 6a47601660b88bb339927fad.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

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

### RL-VLM-F

Success Rate: 45. Result ID: 6a47601660b88bb339927faf.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73b11e209131cea5df24.md>)

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

### CLIP Score

Success Rate: 0. Result ID: 6a47601660b88bb339927fab.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72851e209131cea56fa2.md>)

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

### PrefVLM

Success Rate: 0. Result ID: 6a47601660b88bb339927fae.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76d41e209131cea6f5de.md>)

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

### ERL-VLM

Success Rate: 0. Result ID: 6a47601660b88bb339927fb0.

[Reporting paper](<https://www.sota2.com/research/paper/6a47420b143ebdcacacc5c5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79691e209131cea7d787.md>)

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

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