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
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
Learning Customized Visual Models with Retrieval-Augmented KnowledgeCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Learning Equivariant RepresentationsCode1
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Learning Implicit User Profiles for Personalized Retrieval-Based ChatbotCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
Data-Free Sketch-Based Image RetrievalCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
Broken Neural Scaling LawsCode1
Learning Sequence Descriptor based on Spatio-Temporal Attention for Visual Place RecognitionCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
Learning SO(3) Equivariant Representations with Spherical CNNsCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Learning to Ask Like a PhysicianCode1
Learning to Cluster Faces via Confidence and Connectivity EstimationCode1
C-STS: Conditional Semantic Textual SimilarityCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Curriculum Learning for Dense Retrieval DistillationCode1
SciMON: Scientific Inspiration Machines Optimized for NoveltyCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
Learning to Relate to Previous Turns in Conversational SearchCode1
Collaborative Retrieval for Large Language Model-based Conversational Recommender SystemsCode1
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and EfficientlyCode1
Learning to SampleCode1
Learning to Tokenize for Generative RetrievalCode1
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM CollaborationCode1
Learning video retrieval models with relevance-aware online miningCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
LED: Lexicon-Enlightened Dense Retriever for Large-Scale RetrievalCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
CoLLM: A Large Language Model for Composed Image RetrievalCode1
LePaRD: A Large-Scale Dataset of Judges Citing PrecedentsCode1
Less is More: ClipBERT for Video-and-Language Learning via Sparse SamplingCode1
Less is more: Faster and better music version identification with embedding distillationCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
Leveraging Large Language Models as Knowledge-Driven Agents for Reliable Retrosynthesis PlanningCode1
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense RetrievalCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
Towards Completeness-Oriented Tool Retrieval for Large Language ModelsCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
Lexi: Self-Supervised Learning of the UI LanguageCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
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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