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 2551–2600 of 14297 papers

TitleStatusHype
Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic EnvironmentsCode1
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-TransformersCode1
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision ModelsCode1
Composed Image Retrieval for Training-Free Domain ConversionCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based FeaturesCode1
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingCode1
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationCode1
Compositional Attention: Disentangling Search and RetrievalCode1
Learning Implicit User Profiles for Personalized Retrieval-Based ChatbotCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
Broken Neural Scaling LawsCode1
Complex Claim Verification with Evidence Retrieved in the WildCode1
Predictive Chemistry Augmented with Text RetrievalCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
Complex Knowledge Base Question Answering: A SurveyCode1
Learning Diverse Document Representations with Deep Query Interactions for Dense RetrievalCode1
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical AlignmentCode1
EigenPlaces: Training Viewpoint Robust Models for Visual Place RecognitionCode1
Learning Enhanced Representations for Tabular Data via Neighborhood PropagationCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Human Sentence Processing: Recurrence or Attention?Code1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
CompoDiff: Versatile Composed Image Retrieval With Latent DiffusionCode1
Embedding-based Zero-shot Retrieval through Query GenerationCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
ElasticHash: Semantic Image Similarity Search by Deep Hashing with ElasticsearchCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
ELITE: Embedding-Less retrieval with Iterative Text ExplorationCode1
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM CollaborationCode1
PRIOR: Prototype Representation Joint Learning from Medical Images and ReportsCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
Collapse-Aware Triplet Decoupling for Adversarially Robust Image RetrievalCode1
Embedding Expansion: Augmentation in Embedding Space for Deep Metric LearningCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
CoLLM: A Large Language Model for Composed Image RetrievalCode1
Emotion Embedding Spaces for Matching Music to StoriesCode1
Learning Equivariant RepresentationsCode1
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous InputsCode1
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case ReformulationCode1
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-GenerationCode1
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D ScansCode1
End-to-end Knowledge Retrieval with Multi-modal QueriesCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
Towards Completeness-Oriented Tool Retrieval for Large Language ModelsCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition ModelCode1
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question AnsweringCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
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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