# Long-context Reasoning on BAMBOO 16k Source: [Long-context Reasoning on BAMBOO 16k]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:53.514Z Evaluation of model performance on Long-context Reasoning tasks using the BAMBOO 16k dataset, reporting component scores including AltQA, Meet, Paper, and overall Average. 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 Reasoning | | Dataset (including any stated split) | BAMBOO 16k | | Metric | AltQA Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [AltQA Score](): Higher is better; unit: PERCENT. - [Meet Score](): Higher is better; unit: PERCENT. - [Paper Score](): Higher is better; unit: PERCENT. - [Overall Avg Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | AltQA Score | Result date | Report paper | | --- | --- | --- | --- | | DRIFT | 41.5 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | LLMLingua-2 | 40 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | Mistral-7B-v0.2 | 40 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | DRIFT | 37 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | DRIFT | 36 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | DRIFT | 36 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | Qwen2.5-Instruct-7B | 36 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | NaiveRAG | 34.5 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | COCOM | 30.5 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | COCOM | 25.5 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | xRAG | 25 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | ICAE | 21.5 | Not recorded | 698c0d2fc97a0b3e3b5e127a | | COCOM | 15 | Not recorded | 698c0d2fc97a0b3e3b5e127a | ### DRIFT AltQA Score: 41.5. Result ID: 69963c455698665ec47f407a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"32×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### LLMLingua-2 AltQA Score: 40. Result ID: 69963c455698665ec47f4073. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Comp. Ratio":"3×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### Mistral-7B-v0.2 AltQA Score: 40. Result ID: 69963c455698665ec47f407e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Comp. Ratio":"1×"}. This record does not assert independent reproduction. ### DRIFT AltQA Score: 37. Result ID: 69963c455698665ec47f407d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"32×","Backbone":"Qwen2.5-Instruct-7B"}. This record does not assert independent reproduction. ### DRIFT AltQA Score: 36. Result ID: 69963c455698665ec47f407b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"64×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### DRIFT AltQA Score: 36. Result ID: 69963c455698665ec47f407c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"128×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### Qwen2.5-Instruct-7B AltQA Score: 36. Result ID: 69963c455698665ec47f407f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"1×"}. This record does not assert independent reproduction. ### NaiveRAG AltQA Score: 34.5. Result ID: 69963c455698665ec47f4074. [Reporting paper]() Recorded evaluation configuration: {"Comp. Ratio":"-","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### COCOM AltQA Score: 30.5. Result ID: 69963c455698665ec47f4077. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"4×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### COCOM AltQA Score: 25.5. Result ID: 69963c455698665ec47f4078. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"16×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### xRAG AltQA Score: 25. Result ID: 69963c455698665ec47f4075. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"128×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### ICAE AltQA Score: 21.5. Result ID: 69963c455698665ec47f4076. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"4×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. ### COCOM AltQA Score: 15. Result ID: 69963c455698665ec47f4079. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Comp. Ratio":"128×","Backbone":"Mistral-7B-v0.2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.