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 676–700 of 4740 papers

TitleStatusHype
ACE: A Cardinality Estimator for Set-Valued Queries—0
When Pigs Get Sick: Multi-Agent AI for Swine Disease Detection—0
Long Context Modeling with Ranked Memory-Augmented Retrieval—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Multivariate Gaussian Topic Modelling: A novel approach to discover topics with greater semantic coherence—0
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval—0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
Annotating Scientific Uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches—0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
LLM-Driven Usefulness Labeling for IR Evaluation—0
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment—0
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning—0
JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgments—0
MultiConIR: Towards multi-condition Information RetrievalCode0
LongEval at CLEF 2025: Longitudinal Evaluation of IR Model Performance—0
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity DocumentsCode0
A Survey on Knowledge-Oriented Retrieval-Augmented Generation—0
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark—0
Improving Access to Trade and Investment Information in Thailand through Intelligent Document Retrieval—0
STAR: A Foundation Model-driven Framework for Robust Task Planning and Failure Recovery in Robotic Systems—0
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering—0
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs—0
Matrix Factorization for Inferring Associations and Missing Links—0
Show:102550
← PrevPage 28 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