# End-to-end Question Answering on HotpotQA official Wikipedia paragraphs Source: [End-to-end Question Answering on HotpotQA official Wikipedia paragraphs]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:33.535Z Evaluation of End-to-end Question Answering performance on the official Wikipedia paragraphs subset of the HotpotQA dataset, measured by Exact Match (EM) and F1 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 | End-to-end Question Answering | | Dataset (including any stated split) | HotpotQA official Wikipedia paragraphs | | Metric | EM | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [EM](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | EM | Result date | Report paper | | --- | --- | --- | --- | | HopRetriever | 67.1 | Not recorded | 68fa6b2c1e209131cea2c899 | | TPRR | 67 | Not recorded | 68fa6b2c1e209131cea2c899 | | IRRR | 65.7 | Not recorded | 68fa6b2c1e209131cea2c899 | | EBS-SH | 65.5 | Not recorded | 68fa6b2c1e209131cea2c899 | | IRRR | 65.2 | Not recorded | 68fa6b2c1e209131cea2c899 | | Step-by-step | 63 | Not recorded | 68fa6b2c1e209131cea2c899 | | DDRQA | 62.3 | Not recorded | 68fa6b2c1e209131cea2c899 | | MDR | 62.3 | Not recorded | 68fa6b2c1e209131cea2c899 | | GRR | 60 | Not recorded | 68fa6b2c1e209131cea2c899 | ### HopRetriever EM: 67.1. Result ID: 698e6537ffc3901de09d3b79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TPRR EM: 67. Result ID: 698e6537ffc3901de09d3b78. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IRRR EM: 65.7. Result ID: 698e6537ffc3901de09d3b7b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"SQUAD + HotpotQA"}. This record does not assert independent reproduction. ### EBS-SH EM: 65.5. Result ID: 698e6537ffc3901de09d3b77. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IRRR EM: 65.2. Result ID: 698e6537ffc3901de09d3b7a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"HotpotQA"}. This record does not assert independent reproduction. ### Step-by-step EM: 63. Result ID: 698e6537ffc3901de09d3b74. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDRQA EM: 62.3. Result ID: 698e6537ffc3901de09d3b75. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MDR EM: 62.3. Result ID: 698e6537ffc3901de09d3b76. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GRR EM: 60. Result ID: 698e6537ffc3901de09d3b73. [Reporting paper]() [Method origin paper]() [Implementation]() 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.