# General Question Answering on TriviaQA (Accuracy) Source: [General Question Answering on TriviaQA (Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:33:21.987Z Evaluation of model performance on the TriviaQA dataset for General Question Answering, reporting Accuracy score. 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 | General Question Answering | | Dataset (including any stated split) | TriviaQA | | 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 | | --- | --- | --- | --- | | SkillOrchestra+ | 80.2 | Not recorded | 699d30a46017c4460ffab56f | | SkillOrchestra | 71.6 | Not recorded | 699d30a46017c4460ffab56f | | Router-R1 | 70.6 | Not recorded | 699d30a46017c4460ffab56f | | RouterDC | 59.2 | Not recorded | 699d30a46017c4460ffab56f | | GraphRouter | 58.6 | Not recorded | 699d30a46017c4460ffab56f | | Prompt LLM | 58 | Not recorded | 699d30a46017c4460ffab56f | | Largest LLM | 57.8 | Not recorded | 699d30a46017c4460ffab56f | | FrugalGPT | 56.2 | Not recorded | 699d30a46017c4460ffab56f | | RAG | 54 | Not recorded | 699d30a46017c4460ffab56f | | KNN Router | 52.8 | Not recorded | 699d30a46017c4460ffab56f | | BERT Router | 51.6 | Not recorded | 699d30a46017c4460ffab56f | | Search-R1 | 51 | Not recorded | 699d30a46017c4460ffab56f | | Prompt LLM+ | 50 | Not recorded | 699d30a46017c4460ffab56f | | KNN Router+ | 47.8 | Not recorded | 699d30a46017c4460ffab56f | | MLP Router | 46 | Not recorded | 699d30a46017c4460ffab56f | | SFT | 40 | Not recorded | 699d30a46017c4460ffab56f | | CoT | 35.8 | Not recorded | 699d30a46017c4460ffab56f | | Vanilla | 26 | Not recorded | 699d30a46017c4460ffab56f | ### SkillOrchestra+ Accuracy: 80.2. Result ID: 699e525c5698665ec411c0d6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Routing Strategy":"Skill-based Routing","Orchestrator Configuration":"Best/Multiple"}. This record does not assert independent reproduction. ### SkillOrchestra Accuracy: 71.6. Result ID: 699e525c5698665ec411c0d5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Routing Strategy":"Skill-based Routing","Orchestrator Configuration":"Single"}. This record does not assert independent reproduction. ### Router-R1 Accuracy: 70.6. Result ID: 699e525c5698665ec411c0d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"RL-based Routing"}. This record does not assert independent reproduction. ### RouterDC Accuracy: 59.2. Result ID: 699e525c5698665ec411c0d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### GraphRouter Accuracy: 58.6. Result ID: 699e525c5698665ec411c0d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### Prompt LLM Accuracy: 58. Result ID: 699e525c5698665ec411c0cb. [Reporting paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### Largest LLM Accuracy: 57.8. Result ID: 699e525c5698665ec411c0ca. [Reporting paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### FrugalGPT Accuracy: 56.2. Result ID: 699e525c5698665ec411c0d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### RAG Accuracy: 54. Result ID: 699e525c5698665ec411c0c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"No Routing"}. This record does not assert independent reproduction. ### KNN Router Accuracy: 52.8. Result ID: 699e525c5698665ec411c0cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### BERT Router Accuracy: 51.6. Result ID: 699e525c5698665ec411c0d0. [Reporting paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### Search-R1 Accuracy: 51. Result ID: 699e525c5698665ec411c0c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"No Routing"}. This record does not assert independent reproduction. ### Prompt LLM+ Accuracy: 50. Result ID: 699e525c5698665ec411c0cc. [Reporting paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing","Turn Protocol":"multi turn"}. This record does not assert independent reproduction. ### KNN Router+ Accuracy: 47.8. Result ID: 699e525c5698665ec411c0ce. [Reporting paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing","Turn Protocol":"multi turn"}. This record does not assert independent reproduction. ### MLP Router Accuracy: 46. Result ID: 699e525c5698665ec411c0cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"Heuristic & Discriminative Routing"}. This record does not assert independent reproduction. ### SFT Accuracy: 40. Result ID: 699e525c5698665ec411c0c6. [Reporting paper]() Recorded evaluation configuration: {"Routing Strategy":"No Routing"}. This record does not assert independent reproduction. ### CoT Accuracy: 35.8. Result ID: 699e525c5698665ec411c0c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Routing Strategy":"No Routing"}. This record does not assert independent reproduction. ### Vanilla Accuracy: 26. Result ID: 699e525c5698665ec411c0c5. [Reporting paper]() Recorded evaluation configuration: {"Routing Strategy":"No Routing"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.