SOTA Extractive Question Answering benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
SQuAD 2.0	ModernALBERT-large	F1 Score92.9	34	3d ago
HotpotQA MRQA	LinkBERT	F1 Score80.8	22	2d ago
SearchQA MRQA	Splinter	F1 Score83	22	2d ago
NewsQA MRQA	LinkBERT	F172.6	22	2d ago
Natural Questions MRQA	LinkBERT	F1 Score81	22	2d ago
TriviaQA MRQA	LinkBERT	F1 Score78.2	22	2d ago
MRQA	SpanBERT	NewsQA Score73.6	19	3d ago
SQuAD MRQA 2019	Splinter	F1 Score92.2	16	2d ago
Amazon (test)	SWEP	EM62.42	16	3d ago
Reddit (test)	SWEP	EM65.93	16	3d ago
BioASQ (test)	SWEP	EM47.27	16	3d ago
NYT (test)	SWEP	EM78.11	16	3d ago
Wiki (test)	SWEP	EM78.6	16	3d ago
SQuAD 20% coverage	QA	F199.04	14	3d ago
Molweni (test)	ELECTRA-our	EM58.13	14	3d ago
NewsQA	OLTQA	F1 Score59.7	14	3d ago
TextbookQA MRQA	Splinter	F1 Score54.5	12	2d ago
BioASQ MRQA	Splinter	F1 Score91	12	2d ago
Five Extractive QA datasets aggregated		Calibration Score (C)0.91	10	3d ago
QUOREF (dev)	CorefRoBERTa_LARGE	EM74.94	10	3d ago
ChAII (test)	MuCoT (SQuAD + Dravidian + Contrastive)	Jaccard Score (Overall)53	8	3d ago
PIAF 1.2	Pantagruel-B	QA F155.5	7	3d ago
MLQA Chinese (test)	GRASP LoRA Merge + pruning	BERTScore F171.28	7	3d ago
MLQA Arabic (test)	GRASP LoRA Merge + pruning	BERTScore F186.18	7	3d ago
TriviaQA 50% coverage	QA+E	F1 Score74.37	7	3d ago

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