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 726–750 of 14297 papers

TitleStatusHype
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement—0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation—0
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense RetrievalCode1
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering—0
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support—0
Agentic Large Language Models, a survey—0
Patience is all you need! An agentic system for performing scientific literature review—0
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval—0
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs—0
Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models—0
An Empirical Study of Validating Synthetic Data for Text-Based Person RetrievalCode0
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity TransferCode0
Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsCode0
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters—0
Long-Tail Crisis in Nearest Neighbor Language Models—0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
A Survey on (M)LLM-Based GUI Agents—0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement—0
MemInsight: Autonomous Memory Augmentation for LLM Agents—0
Cognitive Prompts Using Guilford's Structure of Intellect Model—0
Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best?—0
Empowering Retrieval-based Conversational Recommendation with Contrasting User PreferencesCode1
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image RetrievalCode1
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic SegmentationCode1
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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