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 2551–2575 of 14297 papers

TitleStatusHype
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment RetrievalCode1
Learning Condition Invariant Features for Retrieval-Based Localization from 1M ImagesCode1
Learning Co-segmentation by Segment Swapping for Retrieval and DiscoveryCode1
Broken Neural Scaling LawsCode1
Learning Customized Visual Models with Retrieval-Augmented KnowledgeCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
Learning Nonsymmetric Determinantal Point ProcessesCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identificationCode1
C-STS: Conditional Semantic Textual SimilarityCode1
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Learning SO(3) Equivariant Representations with Spherical CNNsCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Learning to Ask Like a PhysicianCode1
Learning to Cluster Faces via Confidence and Connectivity EstimationCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
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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