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SotA/Natural Language Processing/Question Answering/Natural Questions (long)

Question Answering on Natural Questions (long)

Metric: EM (higher is better)

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#Model↕EM▼Extra DataPaperDate↕Code
1DensePhrases71.9NoLearning Dense Representations of Phrases at Scale2020-12-23Code
2FiE58.4No0.8% Nyquist computational ghost imaging via non...2021-08-17-
3R2-D2 \w HN-DPR55.9NoR2-D2: A Modular Baseline for Open-Domain Questi...2021-09-08Code
4UniK-QA54.9NoUniK-QA: Unified Representations of Structured a...2020-12-29Code
5UnitedQA (Hybrid)54.7NoUnitedQA: A Hybrid Approach for Open Domain Ques...2021-01-01-
6BPR (linear scan; l=1000)41.6NoEfficient Passage Retrieval with Hashing for Ope...2021-06-02Code