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

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Showing 6651–6675 of 14297 papers

TitleStatusHype
A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus—0
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors—0
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes—0
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification—0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval—0
Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet—0
Integrating Knowledge from Latent and Explicit Features for Triple Scoring - Team Radicchio's Triple Scorer at WSDM Cup 2017—0
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering—0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing—0
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation—0
Exploiting Neural Query Translation into Cross Lingual Information Retrieval—0
Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification—0
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran—0
Integrating Stance Detection and Fact Checking in a Unified Corpus—0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models—0
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models—0
CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval—0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports—0
Integrity and Junkiness Failure Handling for Embedding-based Retrieval: A Case Study in Social Network Search—0
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching—0
A robot-assisted pipeline to rapidly scan 1.7 million historical aerial photographs—0
RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Intelligent Topic Selection for Low-Cost Information Retrieval Evaluation: A New Perspective on Deep vs. Shallow Judging—0
Exploiting Modern Hardware for High-Dimensional Nearest Neighbor Search—0
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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