# Conversational Question Answering on QuAC (test)

Source: [Conversational Question Answering on QuAC (test)](<https://www.sota2.com/research/sota/conversational-question-answering-on-quac-test>)

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

Data updated: 2026-02-26T05:43:19.857Z

Evaluation of model performance on the test split of the QuAC dataset for Conversational Question Answering, typically measured using F1, HEQ-Q, and HEQ-D scores.

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 | Conversational Question Answering |
| Dataset (including any stated split) | QuAC (test) |
| Metric | F1 Score |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/conversational-question-answering-on-quac-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [HEQ-Q Score](<https://www.sota2.com/research/sota/conversational-question-answering-on-quac-test.md?metric=HEQ-Q%20Score>): Higher is better; unit: PERCENT.

- [HEQ-D Score](<https://www.sota2.com/research/sota/conversational-question-answering-on-quac-test.md?metric=HEQ-D%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| Reinforced Backtracking | 66.1 | Not recorded | 68fa72ea1e209131cea592ae |
| HAM | 64.4 | Not recorded | 68fa72ea1e209131cea592ae |
| Bert-HAE | 62.4 | Not recorded | 68fa72ea1e209131cea592ae |
| CoTaH-Bert | 60.7 | Not recorded | 68fa72ea1e209131cea592ae |
| Bert | 58.9 | Not recorded | 68fa72ea1e209131cea592ae |
| HAM-Real | 54.2 | Not recorded | 68fa72ea1e209131cea592ae |
| Bert-HAE-Real | 53.5 | Not recorded | 68fa72ea1e209131cea592ae |

### Reinforced Backtracking

F1 Score: 66.1. Result ID: 6992a1f73a6c314849104871.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

Recorded evaluation configuration: {"Unrealistic Settings":true}. This record does not assert independent reproduction.

### HAM

F1 Score: 64.4. Result ID: 6992a1f73a6c314849104870.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66431e209131cea0f4c8.md>)

Recorded evaluation configuration: {"Unrealistic Settings":true}. This record does not assert independent reproduction.

### Bert-HAE

F1 Score: 62.4. Result ID: 6992a1f73a6c31484910486f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66901e209131cea10dea.md>)

Recorded evaluation configuration: {"Unrealistic Settings":true}. This record does not assert independent reproduction.

### CoTaH-Bert

F1 Score: 60.7. Result ID: 6992a1f73a6c31484910486e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

[Implementation](<https://github.com/HamedHematian/SynCQG>)

Recorded evaluation configuration: {"Unrealistic Settings":false,"backbone":"Bert-Large"}. This record does not assert independent reproduction.

### Bert

F1 Score: 58.9. Result ID: 6992a1f73a6c31484910486d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

[Implementation](<https://github.com/HamedHematian/SynCQG>)

Recorded evaluation configuration: {"Unrealistic Settings":false,"backbone":"Bert-Large"}. This record does not assert independent reproduction.

### HAM-Real

F1 Score: 54.2. Result ID: 6992a1f73a6c31484910486c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

Recorded evaluation configuration: {"Unrealistic Settings":false}. This record does not assert independent reproduction.

### Bert-HAE-Real

F1 Score: 53.5. Result ID: 6992a1f73a6c31484910486b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72ea1e209131cea592ae.md>)

Recorded evaluation configuration: {"Unrealistic Settings":false}. This record does not assert independent reproduction.

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