# Long-context Question Answering on NarrativeQA Fixed Chunk 2048 Source: [Long-context Question Answering on NarrativeQA Fixed Chunk 2048]() Collection index: [llms.txt]() Data updated: 2026-03-06T09:56:50.207Z Evaluation of Long-context Question Answering performance on the specific 'Fixed Chunk 2048' subset of the NarrativeQA dataset. 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) | NarrativeQA Fixed Chunk 2048 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Score | Result date | Report paper | | --- | --- | --- | --- | | Baseline | 32.64 | Not recorded | 69aa5f972d603e6de3e41a04 | | Our | 32.39 | Not recorded | 69aa5f972d603e6de3e41a04 | | Our + Reorder | 31.4 | Not recorded | 69aa5f972d603e6de3e41a04 | | CacheBlend | 29.7 | Not recorded | 69aa5f972d603e6de3e41a04 | | EPIC (15%) | 29.62 | Not recorded | 69aa5f972d603e6de3e41a04 | | Our + Reorder | 29.57 | Not recorded | 69aa5f972d603e6de3e41a04 | | Our | 28.91 | Not recorded | 69aa5f972d603e6de3e41a04 | | No Recompute | 27.58 | Not recorded | 69aa5f972d603e6de3e41a04 | | EPIC (15%) | 27.01 | Not recorded | 69aa5f972d603e6de3e41a04 | | CacheBlend | 26.85 | Not recorded | 69aa5f972d603e6de3e41a04 | | No Recompute | 26.39 | Not recorded | 69aa5f972d603e6de3e41a04 | | Our + Reorder | 22.51 | Not recorded | 69aa5f972d603e6de3e41a04 | | CacheBlend | 21.7 | Not recorded | 69aa5f972d603e6de3e41a04 | | Our | 21.1 | Not recorded | 69aa5f972d603e6de3e41a04 | | EPIC (15%) | 19.99 | Not recorded | 69aa5f972d603e6de3e41a04 | | Baseline | 16.54 | Not recorded | 69aa5f972d603e6de3e41a04 | | Baseline | 16.23 | Not recorded | 69aa5f972d603e6de3e41a04 | | No Recompute | 11.37 | Not recorded | 69aa5f972d603e6de3e41a04 | ### Baseline Score: 32.64. Result ID: 69aaa4d76dbb7075b954d3a3. [Reporting paper]() Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Our Score: 32.39. Result ID: 69aaa4d76dbb7075b954d3a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Our + Reorder Score: 31.4. Result ID: 69aaa4d76dbb7075b954d3a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### CacheBlend Score: 29.7. Result ID: 69aaa4d76dbb7075b954d3a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### EPIC (15%) Score: 29.62. Result ID: 69aaa4d76dbb7075b954d3a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Our + Reorder Score: 29.57. Result ID: 69aaa4d76dbb7075b954d3a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Our Score: 28.91. Result ID: 69aaa4d76dbb7075b954d39f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### No Recompute Score: 27.58. Result ID: 69aaa4d76dbb7075b954d3a4. [Reporting paper]() Recorded evaluation configuration: {"Model":"ChatGLM","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### EPIC (15%) Score: 27.01. Result ID: 69aaa4d76dbb7075b954d3a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### CacheBlend Score: 26.85. Result ID: 69aaa4d76dbb7075b954d3a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### No Recompute Score: 26.39. Result ID: 69aaa4d76dbb7075b954d39e. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Our + Reorder Score: 22.51. Result ID: 69aaa4d76dbb7075b954d39a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### CacheBlend Score: 21.7. Result ID: 69aaa4d76dbb7075b954d39b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Our Score: 21.1. Result ID: 69aaa4d76dbb7075b954d399. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### EPIC (15%) Score: 19.99. Result ID: 69aaa4d76dbb7075b954d39c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Baseline Score: 16.54. Result ID: 69aaa4d76dbb7075b954d397. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### Baseline Score: 16.23. Result ID: 69aaa4d76dbb7075b954d39d. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaMA","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. ### No Recompute Score: 11.37. Result ID: 69aaa4d76dbb7075b954d398. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen","Setting":"Fixed Chunk (2048)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.