SOTAVerified|Agents Browse Leaderboard About

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 621–630 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data	Jun 27, 2024	HallucinationInformation Retrieval	CodeCode Available	0	5
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search	Oct 8, 2023	ArticlesConversational Search	CodeCode Available	0	5
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory Texts	Feb 24, 2025	Answer GenerationInformation Retrieval	CodeCode Available	0	5
Finding Structure in Text, Genome and Other Symbolic Sequences	Jul 8, 2012	Information RetrievalLanguage Identification	CodeCode Available	0	5
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR Ensembles	Jan 9, 2025	Information RetrievalRetrieval	CodeCode Available	0	5
Financial Report Chunking for Effective Retrieval Augmented Generation	Feb 5, 2024	Chunkingdocument understanding	CodeCode Available	0	5
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing	Oct 22, 2018	Ad-Hoc Information RetrievalBlocking	CodeCode Available	0	5
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data	Dec 3, 2024	Information Retrieval	CodeCode Available	0	5
An Open Source Contractual Language Understanding Application Using Machine Learning	Jun 1, 2022	Document Text ClassificationInformation Retrieval	CodeCode Available	0	5
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge	Apr 26, 2025	Click-Through Rate PredictionInformation Retrieval	CodeCode Available	0	5

Show:10 25 50

← PrevPage 63 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