SOTAVerified|Agents Browse Leaderboard About Blog

Information Retrieval

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

( Image credit: sudhanshumittal )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3701–3710 of 4740 papers

Title	Date	Tasks	Status	Hype
Predicting Answer Location Using Shallow Semantic Analogical Reasoning in a Factoid Question Answering System	Nov 1, 2012	Answer SelectionInformation Retrieval	—Unverified	0
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints	Oct 1, 2014	Chinese Word SegmentationInformation Retrieval	—Unverified	0
Predicting Document Coverage for Relation Extraction	Nov 26, 2021	Information RetrievalKnowledge Base Construction	—Unverified	0
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection	Sep 22, 2021	GPUInformation Retrieval	—Unverified	0
Predicting Item Survival for Multiple Choice Questions in a High-Stakes Medical Exam	May 1, 2020	Information RetrievalMultiple-choice	—Unverified	0
Predicting Relevance based on Assessor Disagreement: Analysis and Practical Applications for Search Evaluation	Nov 23, 2015	Information RetrievalRetrieval	—Unverified	0
Predicting Tasks in Goal-Oriented Spoken Dialog Systems using Semantic Knowledge Bases	Aug 1, 2013	Goal-Oriented DialogInformation Retrieval	—Unverified	0
Predicting the Compositionality of Multiword Expressions Using Translations in Multiple Languages	Jun 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Predicting the relevance of distributional semantic similarity with contextual information	Jun 1, 2014	Information RetrievalSemantic Similarity	—Unverified	0
Prediction of the Realisation of an Information Need: An EEG Study	Jun 12, 2024	EEGInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 371 of 474Next →

All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified