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 9151–9175 of 14297 papers

TitleStatusHype
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
A picture is worth a thousand words: Using OpenClipArt library for enriching IndoWordNet—0
Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately—0
On the Metric Properties of IR Evaluation Measures Based on Ranking Axioms—0
Object-based Multipass InSAR via Robust Low Rank Tensor Decomposition—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
On the Replicability of Combining Word Embeddings and Retrieval Models—0
Object-Centric Open-Vocabulary Image-Retrieval with Aggregated Features—0
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity—0
Multifaceted Improvements for Conversational Open-Domain Question Answering—0
Multi-Facet Blending for Faceted Query-by-Example Retrieval—0
ObjectFolder: A Dataset of Objects with Implicit Visual, Auditory, and Tactile Representations—0
Object Level Deep Feature Pooling for Compact Image Representation—0
Object-Level Targeted Selection via Deep Template Matching—0
Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation—0
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval—0
Object Retrieval and Localization in Large Art Collections using Deep Multi-Style Feature Fusion and Iterative Voting—0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
Objects that Sound—0
Observations on Building RAG Systems for Technical Documents—0
Occ^2Net: Robust Image Matching Based on 3D Occupancy Estimation for Occluded Regions—0
OCC: A Smart Reply System for Efficient In-App Communications—0
Occlusion-Aware Search for Object Retrieval in Clutter—0
Occupancy Detection Based on Electricity Consumption—0
Efficient Correlated Topic Modeling with Topic Embedding—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