# Factoid Question Answering on Quiz Bowl Literature category Source: [Factoid Question Answering on Quiz Bowl Literature category]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:31.199Z Evaluation of model performance on the Literature category subset of the Quiz Bowl dataset for Factoid Question Answering, typically measured by 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 | Factoid Question Answering | | Dataset (including any stated split) | Quiz Bowl Literature category | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 | | --- | --- | --- | --- | | NABoE-full | 98.5 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 97.9 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-full | 97.7 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 97.3 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-full | 96.7 | Not recorded | 68fa66541e209131cea0f831 | | SWEM-concat | 96.6 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 96.3 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 96.2 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 96.1 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 95.2 | Not recorded | 68fa66541e209131cea0f831 | | NTEE | 95.1 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 94.9 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 94.3 | Not recorded | 68fa66541e209131cea0f831 | | NABoE-entity | 94.1 | Not recorded | 68fa66541e209131cea0f831 | | FTS-BRNN | 93.1 | Not recorded | 68fa66541e209131cea0f831 | | BoW | 46.2 | Not recorded | 68fa66541e209131cea0f831 | ### NABoE-full Accuracy: 98.5. Result ID: 698ce9088b517eb4331d9c32. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"full"}. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 97.9. Result ID: 698ce9088b517eb4331d9c33. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity"}. This record does not assert independent reproduction. ### NABoE-full Accuracy: 97.7. Result ID: 698ce9088b517eb4331d9c3a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"full","entity\_linker":"TAGME"}. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 97.3. Result ID: 698ce9088b517eb4331d9c35. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","ablation":"without embeddings"}. This record does not assert independent reproduction. ### NABoE-full Accuracy: 96.7. Result ID: 698ce9088b517eb4331d9c36. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"full","entity\_linker":"Wikifier"}. This record does not assert independent reproduction. ### SWEM-concat Accuracy: 96.6. Result ID: 698ce9088b517eb4331d9c41. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 96.3. Result ID: 698ce9088b517eb4331d9c3b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","entity\_linker":"TAGME"}. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 96.2. Result ID: 698ce9088b517eb4331d9c3d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","entity\_linker":"TAGME","ablation":"without embeddings"}. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 96.1. Result ID: 698ce9088b517eb4331d9c3c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","entity\_linker":"TAGME","ablation":"without attention"}. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 95.2. Result ID: 698ce9088b517eb4331d9c37. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","entity\_linker":"Wikifier"}. This record does not assert independent reproduction. ### NTEE Accuracy: 95.1. Result ID: 698ce9088b517eb4331d9c40. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 94.9. Result ID: 698ce9088b517eb4331d9c39. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","entity\_linker":"Wikifier","ablation":"without embeddings"}. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 94.3. Result ID: 698ce9088b517eb4331d9c34. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","ablation":"without attention"}. This record does not assert independent reproduction. ### NABoE-entity Accuracy: 94.1. Result ID: 698ce9088b517eb4331d9c38. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"entity","entity\_linker":"Wikifier","ablation":"without attention"}. This record does not assert independent reproduction. ### FTS-BRNN Accuracy: 93.1. Result ID: 698ce9088b517eb4331d9c3f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BoW Accuracy: 46.2. Result ID: 698ce9088b517eb4331d9c3e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.