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 2601–2625 of 14297 papers

TitleStatusHype
LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query InferenceCode1
Combination of Multiple Global Descriptors for Image RetrievalCode1
ASPIRE: Assistive System for Performance Evaluation in IRCode1
Linear Segmentation and Segment SignificanceCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic designCode1
CompAct: Compressing Retrieved Documents Actively for Question AnsweringCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live StreamingCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration DomainCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
Active Image IndexingCode1
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented GenerationCode1
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-LocalizationCode1
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document EmbeddingsCode1
LOCORE: Image Re-ranking with Long-Context Sequence ModelingCode1
LocVTP: Video-Text Pre-training for Temporal LocalizationCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
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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