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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–775 of 14297 papers

TitleStatusHype
Domain-Smoothing Network for Zero-Shot Sketch-Based Image RetrievalCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
Domain-specific ChatBots for Science using EmbeddingsCode1
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global FeaturesCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
Document-level Claim Extraction and Decontextualisation for Fact-CheckingCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
Do Not Disturb Me: Person Re-identification Under the Interference of Other PedestriansCode1
Boosting vision transformers for image retrievalCode1
A Data-Centric Framework for Composable NLP WorkflowsCode1
Docopilot: Improving Multimodal Models for Document-Level UnderstandingCode1
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and RetrievalCode1
Boosting Healthcare LLMs Through Retrieved ContextCode1
Doc2Query--: When Less is MoreCode1
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like DocumentsCode1
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
BookWorm: A Dataset for Character Description and AnalysisCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place RecognitionCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
Boosting Co-teaching with Compression Regularization for Label NoiseCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-LocalizationCode1
Joint ptycho-tomography with deep generative priorsCode1
Show:102550
← PrevPage 31 of 572Next →
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