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

Showing 12511300 of 14297 papers

TitleStatusHype
A Survey of Multimodal Composite Editing and RetrievalCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
Deconfounded Video Moment Retrieval with Causal InterventionCode1
Data-Free Sketch-Based Image RetrievalCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
Deep Hashing Network for Unsupervised Domain AdaptationCode1
DeepPatent: Large scale patent drawing recognition and retrievalCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Stochastic Attraction-Repulsion Embedding for Large Scale Image LocalizationCode1
Deep Triplet Hashing Network for Case-based Medical Image RetrievalCode1
Defending Against Social Engineering Attacks in the Age of LLMsCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
C-STS: Conditional Semantic Textual SimilarityCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
AI Literature Review SuiteCode1
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit SimilarityCode1
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature AggregationCode1
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level RetrievalCode1
Differential MambaCode1
Curriculum Learning for Dense Retrieval DistillationCode1
Directional Statistics-based Deep Metric Learning for Image Classification and RetrievalCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text RetrievalCode1
Cross Modal Retrieval with Querybank NormalisationCode1
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose EstimationCode1
Disentangled Modeling of Domain and Relevance for Adaptable Dense RetrievalCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence AnnotationCode1
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense EmbeddingsCode1
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement LearningCode1
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place RecognitionCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified