DyREX

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Question AnsweringonNewsQA
F1· uses extra data· 2022-10-26
68.53
best: 94.01 (Riple/Saanvi-v0.5-DeepAnalysis)
DyREx: Dynamic Query Representation for Extractive Question Answering arXiv:2210.15048
Question AnsweringonNaturalQA
F1· 2022-10-26
78.58
best: 82.5 (SpanBERT)
DyREx: Dynamic Query Representation for Extractive Question Answering arXiv:2210.15048
Question AnsweringonSQuAD1.1
F1· 2022-10-26
91.01
best: 95.719 ({ANNA} (single model))
DyREx: Dynamic Query Representation for Extractive Question Answering arXiv:2210.15048
Question AnsweringonTriviaQA
F1· 2022-10-26
77.37
best: 83.6 (SpanBERT)
DyREx: Dynamic Query Representation for Extractive Question Answering arXiv:2210.15048