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 351–375 of 4740 papers

TitleStatusHype
Unraveling the Impact of Visual Complexity on Search as LearningCode0
Ethical Concerns of Generative AI and Mitigation Strategies: A Systematic Mapping Study—0
Quantum-inspired Embeddings Projection and Similarity Metrics for Representation LearningCode0
Multilingual Open QA on the MIA Shared Task—0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT—0
MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation—0
(De)-Indexing and the Right to be Forgotten—0
Towards Reliable Testing for Multiple Information Retrieval System ComparisonsCode0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value IdentificationCode0
Sustainable Digitalization of Business with Multi-Agent RAG and LLM—0
GenTREC: The First Test Collection Generated by Large Language Models for Evaluating Information Retrieval Systems—0
Improving Robustness Estimates in Natural Language Explainable AI though Synonymity Weighted Similarity Measures—0
A3: Android Agent Arena for Mobile GUI Agents—0
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines—0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
The Text Classification Pipeline: Starting Shallow going Deeper—0
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model—0
Unsupervised dense retrieval with conterfactual contrastive learning—0
Length-Aware DETR for Robust Moment RetrievalCode1
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-LearningCode1
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text RetrievalCode0
Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks—0
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church ChantsCode0
Show:102550
← PrevPage 15 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