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SotA/Natural Language Processing/Information Retrieval

Information Retrieval

34 benchmarks4740 papers

Information retrieval is the task of ranking a list of documents or search results in response to a query

<span style="color:grey; opacity: 0.6">( Image credit: sudhanshumittal )</span>

Benchmarks

Information Retrieval on MSMARCO (BEIR)

Information Retrieval on Natural Questions

Precision@100 Precision@20

Information Retrieval on PeerQA

Information Retrieval on EntityQuestions

Information Retrieval on BEIR

Information Retrieval on BSARD

Recall@100 Recall@200 Recall@500

Information Retrieval on CQADupStack

Information Retrieval on MS MARCO

Time (ms)MRR@10 MAP

Information Retrieval on NLP-TDMS (Exp, arXiv only)

Macro F1 Macro Precision Macro Recall Micro F1 Micro Precision Micro Recall

Information Retrieval on TREC-PM

Information Retrieval on Amazon

Information Retrieval on MSLR-WEB30K

Information Retrieval on MSMARCO

Information Retrieval on MTEB

Information Retrieval on News Headlines

Information Retrieval on Ohsumed

Information Retrieval on PWC Leaderboards (restricted)

Macro F1 Macro Precision Macro Recall Micro F1 Micro Precision Micro Recall

Information Retrieval on !(()&&!|||

10-20% Mask PSNR