SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 4740 papers

TitleStatusHype
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
Hierarchical Multimodal Pre-training for Visually Rich Webpage UnderstandingCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Query Performance Prediction using Relevance Judgments Generated by Large Language ModelsCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
Answering Questions on COVID-19 in Real-TimeCode1
A Deep Generative Framework for Paraphrase GenerationCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
RDF2Vec: RDF Graph Embeddings and Their ApplicationsCode1
REARANK: Reasoning Re-ranking Agent via Reinforcement LearningCode1
GFTE: Graph-based Financial Table ExtractionCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
A Statutory Article Retrieval Dataset in FrenchCode1
ASPIRE: Assistive System for Performance Evaluation in IRCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
Show:102550
← PrevPage 17 of 190Next →
All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified