# Open-ended Question Answering on HybridQA (test)

Source: [Open-ended Question Answering on HybridQA (test)](<https://www.sota2.com/research/sota/open-ended-question-answering-on-hybridqa-test>)

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

Data updated: 2026-03-09T07:34:46.020Z

Evaluation of model performance on the test split of the HybridQA dataset for Open-ended Question Answering, reporting Accuracy and Average Output Tokens.

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 | Open-ended Question Answering |
| Dataset (including any stated split) | HybridQA (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/open-ended-question-answering-on-hybridqa-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Average Output Tokens](<https://www.sota2.com/research/sota/open-ended-question-answering-on-hybridqa-test.md?metric=Average%20Output%20Tokens>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| ToT | 91 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| RouteGoT | 91 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| GoT\* | 88 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| CoT | 84 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| AGoT | 84 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| Random | 70 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| KNN | 68 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| RTR | 68 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| IO | 67 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| EmbedLLM | 66 | Not recorded | 69ae53fd2d603e6de3e42b01 |
| RouteLLM | 65 | Not recorded | 69ae53fd2d603e6de3e42b01 |

### ToT

Accuracy: 91. Result ID: 69ae78076dbb7075b9563e41.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71551e209131cea50930.md>)

[Implementation](<https://github.com/princeton-nlp/tree-of-thought-llm>)

Recorded evaluation configuration: {"Backbone":"Qwen3-30B"}. This record does not assert independent reproduction.

### RouteGoT

Accuracy: 91. Result ID: 69ae78076dbb7075b9563e49.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

Recorded evaluation configuration: {"Backbone":"{Qwen3-4B, 8B, 30B}"}. This record does not assert independent reproduction.

### GoT\*

Accuracy: 88. Result ID: 69ae78076dbb7075b9563e42.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ba1e209131cea582e3.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-30B"}. This record does not assert independent reproduction.

### CoT

Accuracy: 84. Result ID: 69ae78076dbb7075b9563e40.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e571e209131cea3f27b.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-30B"}. This record does not assert independent reproduction.

### AGoT

Accuracy: 84. Result ID: 69ae78076dbb7075b9563e43.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76e91e209131cea6fe10.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-30B"}. This record does not assert independent reproduction.

### Random

Accuracy: 70. Result ID: 69ae78076dbb7075b9563e44.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

Recorded evaluation configuration: {"Backbone":"{Qwen3-4B, 8B, 30B}"}. This record does not assert independent reproduction.

### KNN

Accuracy: 68. Result ID: 69ae78076dbb7075b9563e45.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

Recorded evaluation configuration: {"Backbone":"{Qwen3-4B, 8B, 30B}"}. This record does not assert independent reproduction.

### RTR

Accuracy: 68. Result ID: 69ae78076dbb7075b9563e48.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78c11e209131cea7a4b7.md>)

Recorded evaluation configuration: {"Backbone":"{Qwen3-4B, 8B, 30B}"}. This record does not assert independent reproduction.

### IO

Accuracy: 67. Result ID: 69ae78076dbb7075b9563e3f.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e571e209131cea3f27b.md>)

Recorded evaluation configuration: {"Backbone":"Qwen3-30B"}. This record does not assert independent reproduction.

### EmbedLLM

Accuracy: 66. Result ID: 69ae78076dbb7075b9563e47.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75411e209131cea66d8e.md>)

Recorded evaluation configuration: {"Backbone":"{Qwen3-4B, 8B, 30B}"}. This record does not assert independent reproduction.

### RouteLLM

Accuracy: 65. Result ID: 69ae78076dbb7075b9563e46.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53fd2d603e6de3e42b01.md>)

Recorded evaluation configuration: {"Backbone":"{Qwen3-4B, 8B, 30B}"}. This record does not assert independent reproduction.

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