# Response Selection (Subtask 1) on Advising Case 1 (test)

Source: [Response Selection (Subtask 1) on Advising Case 1 (test)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-advising-case-1-test>)

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

Data updated: 2026-02-26T05:59:38.405Z

Evaluation of the model's ability to select the correct response for Subtask 1 using the test split of the Advising Case 1 dataset, measured by R@K and MRR.

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 | Response Selection (Subtask 1) |
| Dataset (including any stated split) | Advising Case 1 (test) |
| Metric | R@1 (K=100) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [R@1 (K=100)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-advising-case-1-test.md?metric=R%401%20(K%3D100)>): Higher is better; unit: SCALAR.

- [R@10 (K=100)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-advising-case-1-test.md?metric=R%4010%20(K%3D100)>): Higher is better; unit: SCALAR.

- [R@50 (K=100)](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-advising-case-1-test.md?metric=R%4050%20(K%3D100)>): Higher is better; unit: SCALAR.

- [MRR](<https://www.sota2.com/research/sota/response-selection-subtask-1-on-advising-case-1-test.md?metric=MRR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | R@1 (K=100) | Result date | Report paper |
| --- | --- | --- | --- |
| Proposed Model | 0.42 | Not recorded | 68fa65361e209131cea08fb0 |

### Proposed Model

R@1 (K=100): 0.42. Result ID: 698ca2840b614d12cff218d7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65361e209131cea08fb0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65361e209131cea08fb0.md>)

[Implementation](<https://github.com/JasonForJoy/DSTC7-ResponseSelection>)

Recorded evaluation configuration: {"Model Setup":"ensemble"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
