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 4901–4925 of 14297 papers

TitleStatusHype
A Benchmark of PDF Information Extraction Tools using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documents—0
Conditional Diffusion-Based Retrieval of Atmospheric CO2 from Earth Observing Spectroscopy—0
A Survey of Data Mining Techniques for Social Media Analysis—0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering—0
Conditional Cross Attention Network for Multi-Space Embedding without Entanglement in Only a SINGLE Network—0
A Survey of Conversational Search—0
A Survey of Controllable Learning: Methods and Applications in Information Retrieval—0
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation—0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
Forgetting leads to chaos in attractor networks—0
A Survey of Context Engineering for Large Language Models—0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
Align-Free Multi-Plane Phase Retrieval—0
Concept Embedding for Information Retrieval—0
ConceptCarve: Dynamic Realization of Evidence—0
A Survey in Mathematical Language Processing—0
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists—0
Concept Based vs. Pseudo Relevance Feedback Performance Evaluation for Information Retrieval System—0
Concept-aware Geographic Information Retrieval—0
A Survey Forest Diagram : Gain a Divergent Insight View on a Specific Research Topic—0
Concentric network symmetry grasps authors' styles in word adjacency networks—0
A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission—0
A Benchmark for Voice-Face Cross-Modal Matching and Retrieval—0
Food recognition and recipe analysis: integrating visual content, context and external knowledge—0
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval—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