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Open-Domain Question Answering
벤치마크
Open-Domain Question Answering on
WebQuestions
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Exact Match
48.7
50.95
53.2
55.45
57.7
2020-12
2026-09
UniK-QA — 57.7 (2020-12-29)
UniK-QA — 57.7 (2020-12-29)
EMDR2 — 48.7 (2021-06-09)
EMDR2 — 48.7 (2021-06-09)
FiE+PAQ — 56.3 (2022-11-18)
FiE — 52.4 (2022-11-18)
FiE+PAQ — 56.3 (2022-11-18)
FiE — 52.4 (2022-11-18)
UniK-QA — 57.7 (2020-12-29)
2020-12-29 — UniK-QA: Exact Match 57.7
Rank
Model
Exact Match
Extra Training Data
Paper
Code
Year
1
UniK-QA
57.7
✓
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
facebookresearch/UniK-QA
2020
2
FiE+PAQ
56.3
✓
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
2022
3
FiE
52.4
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
2022
4
EMDR2
48.7
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
DevSinghSachan/emdr2
·
DevSinghSachan/art
2021
5
UniK-QA
57.7
✓
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
facebookresearch/UniK-QA
2020
6
FiE+PAQ
56.3
✓
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
2022
7
FiE
52.4
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
2022
8
EMDR2
48.7
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering
DevSinghSachan/emdr2
·
DevSinghSachan/art
2021
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