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 4251–4275 of 14297 papers

TitleStatusHype
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)Code1
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models—0
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc RetrievalCode1
ProTIP: Progressive Tool Retrieval Improves Planning—0
RIGHT: Retrieval-augmented Generation for Mainstream Hashtag RecommendationCode1
Symmetrical Bidirectional Knowledge Alignment for Zero-Shot Sketch-Based Image RetrievalCode0
Probing Pretrained Language Models with Hierarchy Properties—0
Extending Context Window of Large Language Models via Semantic CompressionCode1
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent—0
Data-Efficient Multimodal Fusion on a Single GPUCode1
Context-Driven Interactive Query Simulations Based on Generative Large Language ModelsCode0
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative ApproachCode1
A Review of Repository Level Prompting for LLMs—0
GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews—0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary KnowledgeCode0
Let All be Whitened: Multi-teacher Distillation for Efficient Visual RetrievalCode1
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection—0
StemGen: A music generation model that listens—0
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio—0
Dynamic Retrieval-Augmented Generation—0
Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking—0
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy—0
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer—0
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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