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 4531–4540 of 4740 papers

Title	Date	Tasks	Status	Hype
Explaining Deep Convolutional Neural Networks on Music Classification	Jul 8, 2016	Chord RecognitionClassification	CodeCode Available	0
Unsupervised Text Segmentation Using Semantic Relatedness Graphs	Aug 1, 2016	Information RetrievalText Segmentation	CodeCode Available	0
Learning Dynamic Author Representations with Temporal Language Models	Sep 11, 2019	Information RetrievalLanguage Modeling	CodeCode Available	0
The NarrativeQA Reading Comprehension Challenge	Dec 19, 2017	Information RetrievalQuestion Answering	CodeCode Available	0
Cognition-aware Cognate Detection	Dec 15, 2021	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing	Apr 9, 2019	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals	Oct 27, 2021	Information RetrievalMusic Information Retrieval	CodeCode Available	0
ZeQR: Zero-shot Query Reformulation for Conversational Search	Jul 18, 2023	Conversational SearchInformation Retrieval	CodeCode Available	0
Decoding a Neural Retriever's Latent Space for Query Suggestion	Oct 21, 2022	DecoderInformation Retrieval	CodeCode Available	0
Explainable Deep Learning Analysis for Raga Identification in Indian Art Music	Jun 4, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	0

Show:10 25 50

← PrevPage 454 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