# Multi-hop Reading Comprehension on WikiHop unmasked (test) Source: [Multi-hop Reading Comprehension on WikiHop unmasked (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:27.485Z Evaluation of model performance on the unmasked test split of the WikiHop dataset for multi-hop reading comprehension tasks, 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 | Multi-hop Reading Comprehension | | Dataset (including any stated split) | WikiHop unmasked (test) | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CFC | 70.6 | Not recorded | 68fa65bb1e209131cea0bed2 | | Entity-GCN | 67.6 | Not recorded | 68fa65bb1e209131cea0bed2 | | MHQA-GRN | 65.4 | Not recorded | 68fa64c91e209131cea06a40 | | MHQA-GRN | 65.4 | Not recorded | 68fa65bb1e209131cea0bed2 | | Jenga | 65.3 | Not recorded | 68fa65bb1e209131cea0bed2 | | Vanilla Coattention Model | 59.9 | Not recorded | 68fa65bb1e209131cea0bed2 | | GA w/ Coref-GRU | 59.3 | Not recorded | 68fa64c91e209131cea06a40 | | Coref GRU | 59.3 | Not recorded | 68fa65bb1e209131cea0bed2 | | BIDAF Baseline | 42.9 | Not recorded | 68fa65bb1e209131cea0bed2 | ### CFC Accuracy: 70.6. Result ID: 698cc3a78b517eb4331c9292. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Entity-GCN Accuracy: 67.6. Result ID: 698cc3a78b517eb4331c9293. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MHQA-GRN Accuracy: 65.4. Result ID: 698c8e8b0b614d12cff19289. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MHQA-GRN Accuracy: 65.4. Result ID: 698cc3a78b517eb4331c9294. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Jenga Accuracy: 65.3. Result ID: 698cc3a78b517eb4331c9295. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Vanilla Coattention Model Accuracy: 59.9. Result ID: 698cc3a78b517eb4331c9296. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GA w/ Coref-GRU Accuracy: 59.3. Result ID: 698c8e8b0b614d12cff19288. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Coref GRU Accuracy: 59.3. Result ID: 698cc3a78b517eb4331c9297. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BIDAF Baseline Accuracy: 42.9. Result ID: 698cc3a78b517eb4331c9298. [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.