# Long-context Question Answering on HotpotQA Passage

Source: [Long-context Question Answering on HotpotQA Passage](<https://www.sota2.com/research/sota/long-context-question-answering-on-hotpotqa-passage>)

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

Data updated: 2026-03-06T09:56:50.289Z

Evaluation of model performance on the HotpotQA Passage configuration for Long-context Question Answering.

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 | Long-context Question Answering |
| Dataset (including any stated split) | HotpotQA Passage |
| Metric | Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| 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

- [Score](<https://www.sota2.com/research/sota/long-context-question-answering-on-hotpotqa-passage.md?metric=Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| Baseline | 60.03 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Our + Reorder | 59.72 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Our | 59.54 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Baseline | 59.22 | Not recorded | 69aa5f972d603e6de3e41a04 |
| CacheBlend | 57.38 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Our | 56.14 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Our + Reorder | 55.67 | Not recorded | 69aa5f972d603e6de3e41a04 |
| EPIC (15%) | 54.81 | Not recorded | 69aa5f972d603e6de3e41a04 |
| EPIC (15%) | 54.43 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Baseline | 54.1 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Our + Reorder | 52.02 | Not recorded | 69aa5f972d603e6de3e41a04 |
| CacheBlend | 51.64 | Not recorded | 69aa5f972d603e6de3e41a04 |
| Our | 51.23 | Not recorded | 69aa5f972d603e6de3e41a04 |
| EPIC (15%) | 48.98 | Not recorded | 69aa5f972d603e6de3e41a04 |
| CacheBlend | 48.72 | Not recorded | 69aa5f972d603e6de3e41a04 |
| No Recompute | 43.88 | Not recorded | 69aa5f972d603e6de3e41a04 |
| No Recompute | 42.53 | Not recorded | 69aa5f972d603e6de3e41a04 |
| No Recompute | 30.59 | Not recorded | 69aa5f972d603e6de3e41a04 |

### Baseline

Score: 60.03. Result ID: 69aaa4d76dbb7075b954d3d9.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Our + Reorder

Score: 59.72. Result ID: 69aaa4d76dbb7075b954d3d0.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"Qwen","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Our

Score: 59.54. Result ID: 69aaa4d76dbb7075b954d3cf.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"Qwen","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Baseline

Score: 59.22. Result ID: 69aaa4d76dbb7075b954d3cd.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"Qwen","Setting":"Passage Split"}. This record does not assert independent reproduction.

### CacheBlend

Score: 57.38. Result ID: 69aaa4d76dbb7075b954d3d1.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77c11e209131cea75193.md>)

Recorded evaluation configuration: {"Model":"Qwen","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Our

Score: 56.14. Result ID: 69aaa4d76dbb7075b954d3db.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Our + Reorder

Score: 55.67. Result ID: 69aaa4d76dbb7075b954d3dc.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Passage Split"}. This record does not assert independent reproduction.

### EPIC (15%)

Score: 54.81. Result ID: 69aaa4d76dbb7075b954d3de.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78db1e209131cea7ad74.md>)

Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Passage Split"}. This record does not assert independent reproduction.

### EPIC (15%)

Score: 54.43. Result ID: 69aaa4d76dbb7075b954d3d2.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78db1e209131cea7ad74.md>)

Recorded evaluation configuration: {"Model":"Qwen","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Baseline

Score: 54.1. Result ID: 69aaa4d76dbb7075b954d3d3.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Our + Reorder

Score: 52.02. Result ID: 69aaa4d76dbb7075b954d3d6.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Passage Split"}. This record does not assert independent reproduction.

### CacheBlend

Score: 51.64. Result ID: 69aaa4d76dbb7075b954d3dd.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77c11e209131cea75193.md>)

Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Passage Split"}. This record does not assert independent reproduction.

### Our

Score: 51.23. Result ID: 69aaa4d76dbb7075b954d3d5.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Passage Split"}. This record does not assert independent reproduction.

### EPIC (15%)

Score: 48.98. Result ID: 69aaa4d76dbb7075b954d3d8.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78db1e209131cea7ad74.md>)

Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Passage Split"}. This record does not assert independent reproduction.

### CacheBlend

Score: 48.72. Result ID: 69aaa4d76dbb7075b954d3d7.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77c11e209131cea75193.md>)

Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Passage Split"}. This record does not assert independent reproduction.

### No Recompute

Score: 43.88. Result ID: 69aaa4d76dbb7075b954d3da.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Passage Split"}. This record does not assert independent reproduction.

### No Recompute

Score: 42.53. Result ID: 69aaa4d76dbb7075b954d3d4.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Passage Split"}. This record does not assert independent reproduction.

### No Recompute

Score: 30.59. Result ID: 69aaa4d76dbb7075b954d3ce.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f972d603e6de3e41a04.md>)

Recorded evaluation configuration: {"Model":"Qwen","Setting":"Passage Split"}. This record does not assert independent reproduction.

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