Question Answering on FiQA-2018 (BEIR)

Metric: nDCG@10 (higher is better)

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#	Model↕	nDCG@10▼	Extra Data	Paper	Date↕	Code
1	monoT5-3B	0.513	No	No Parameter Left Behind: How Distillation and M...	2022-06-06	Code
2	SGPT-CE-6.1B	0.401	No	SGPT: GPT Sentence Embeddings for Semantic Search	2022-02-17	Code
3	SGPT-BE-5.8B	0.372	No	SGPT: GPT Sentence Embeddings for Semantic Search	2022-02-17	Code
4	BM25+CE	0.347	No	BEIR: A Heterogenous Benchmark for Zero-shot Eva...	2021-04-17	Code

#1monoT5-3BSOTA
0.513
nDCG@10· 2022-06-06
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval Code
#2SGPT-CE-6.1BSOTA
0.401
nDCG@10· 2022-02-17
SGPT: GPT Sentence Embeddings for Semantic Search Code
#3SGPT-BE-5.8B
0.372
nDCG@10· 2022-02-17
SGPT: GPT Sentence Embeddings for Semantic Search Code
#4BM25+CESOTA
0.347
nDCG@10· 2021-04-17
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Code