# Instruction State Tracking on ChattyChef (val)

Source: [Instruction State Tracking on ChattyChef (val)](<https://www.sota2.com/research/sota/instruction-state-tracking-on-chattychef-val>)

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

Data updated: 2026-02-26T06:09:01.185Z

Evaluation of Instruction State Tracking performance on the validation split of the ChattyChef dataset, measured using WordMatch and SentEmb.

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 | Instruction State Tracking |
| Dataset (including any stated split) | ChattyChef (val) |
| Metric | WordMatch |
| Unit | PERCENT |
| 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

- [WordMatch](<https://www.sota2.com/research/sota/instruction-state-tracking-on-chattychef-val.md?metric=WordMatch>): Higher is better; unit: PERCENT.

- [SentEmb](<https://www.sota2.com/research/sota/instruction-state-tracking-on-chattychef-val.md?metric=SentEmb>): Higher is better; unit: PERCENT.

## Recorded results

| Method | WordMatch | Result date | Report paper |
| --- | --- | --- | --- |
| Instruction State Tracking | 0.82 | Not recorded | 68fa6f781e209131cea45c7c |

### Instruction State Tracking

WordMatch: 0.82. Result ID: 6990c1c53a6c314849030780.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f781e209131cea45c7c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f781e209131cea45c7c.md>)

[Implementation](<https://github.com/octaviaguo/ChattyChef>)

Recorded evaluation configuration: {"sample count (#)":"576"}. This record does not assert independent reproduction.

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