SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1151–1175 of 14297 papers

TitleStatusHype
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
KTRL+F: Knowledge-Augmented In-Document SearchCode1
LLatrieval: LLM-Verified Retrieval for Verifiable GenerationCode1
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense RetrievalCode1
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level informationCode1
Weakly supervised cross-modal learning in high-content screeningCode1
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D DataCode1
GLEN: Generative Retrieval via Lexical Index LearningCode1
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-trainingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive LearningCode1
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite HistoryCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long DocumentsCode1
Poisoning Retrieval Corpora by Injecting Adversarial PassagesCode1
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and MappingCode1
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language UnderstandingCode1
Benchingmaking Large Langage Models in Biomedical Triple ExtractionCode1
LipSim: A Provably Robust Perceptual Similarity MetricCode1
A Prior Instruction Representation Framework for Remote Sensing Image-text RetrievalCode1
Structured Multi-Track Accompaniment Arrangement via Style Prior ModellingCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
MUSER: A Multi-View Similar Case Retrieval DatasetCode1
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
Show:102550
← PrevPage 47 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified