# Question Answering on TriviaQA 100K context Source: [Question Answering on TriviaQA 100K context]() Collection index: [llms.txt]() Data updated: 2026-02-27T10:39:50.786Z Evaluation of model performance on the TriviaQA 100K context subset for Question Answering, reporting Accuracy. 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 | Question Answering | | Dataset (including any stated split) | TriviaQA 100K context | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | MemOCR | 70.2 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | MemOCR | 69.8 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | MemOCR | 68.9 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | MemAgent | 67.2 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | MemOCR | 67.2 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | MemAgent | 66.7 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem0 | 62.8 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem0 | 62.5 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem0 | 61.4 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | MemAgent | 59.6 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Qwen2.5-1M | 59.4 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem0 | 58.9 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | MemAgent | 41.7 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem-α | 19.3 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem-α | 18.3 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem-α | 14.3 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | Mem-α | 13.8 | Not recorded | 697c3b09a8b01e76cc8da4a7 | | R1-Distill Qwen | 0.8 | Not recorded | 697c3b09a8b01e76cc8da4a7 | ### MemOCR Accuracy: 70.2. Result ID: 69a1747535dfcabb00e72267. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"64"}. This record does not assert independent reproduction. ### MemOCR Accuracy: 69.8. Result ID: 69a1747535dfcabb00e72265. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"1024"}. This record does not assert independent reproduction. ### MemOCR Accuracy: 68.9. Result ID: 69a1747535dfcabb00e72266. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"256"}. This record does not assert independent reproduction. ### MemAgent Accuracy: 67.2. Result ID: 69a1747535dfcabb00e72262. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"256"}. This record does not assert independent reproduction. ### MemOCR Accuracy: 67.2. Result ID: 69a1747535dfcabb00e72268. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"16"}. This record does not assert independent reproduction. ### MemAgent Accuracy: 66.7. Result ID: 69a1747535dfcabb00e72261. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"1024"}. This record does not assert independent reproduction. ### Mem0 Accuracy: 62.8. Result ID: 69a1747535dfcabb00e7225a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"256"}. This record does not assert independent reproduction. ### Mem0 Accuracy: 62.5. Result ID: 69a1747535dfcabb00e7225b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"64"}. This record does not assert independent reproduction. ### Mem0 Accuracy: 61.4. Result ID: 69a1747535dfcabb00e72259. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"1024"}. This record does not assert independent reproduction. ### MemAgent Accuracy: 59.6. Result ID: 69a1747535dfcabb00e72263. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"64"}. This record does not assert independent reproduction. ### Qwen2.5-1M Accuracy: 59.4. Result ID: 69a1747535dfcabb00e72258. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"100K"}. This record does not assert independent reproduction. ### Mem0 Accuracy: 58.9. Result ID: 69a1747535dfcabb00e7225c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"16"}. This record does not assert independent reproduction. ### MemAgent Accuracy: 41.7. Result ID: 69a1747535dfcabb00e72264. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"16"}. This record does not assert independent reproduction. ### Mem-α Accuracy: 19.3. Result ID: 69a1747535dfcabb00e7225d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"1024"}. This record does not assert independent reproduction. ### Mem-α Accuracy: 18.3. Result ID: 69a1747535dfcabb00e7225e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"256"}. This record does not assert independent reproduction. ### Mem-α Accuracy: 14.3. Result ID: 69a1747535dfcabb00e72260. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"16"}. This record does not assert independent reproduction. ### Mem-α Accuracy: 13.8. Result ID: 69a1747535dfcabb00e7225f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"64"}. This record does not assert independent reproduction. ### R1-Distill Qwen Accuracy: 0.8. Result ID: 69a1747535dfcabb00e72257. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Memory Budget (Tokens)":"100K"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.