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 1651–1700 of 14297 papers

TitleStatusHype
Hybrid Inverted Index Is a Robust Accelerator for Dense RetrievalCode1
Learning music audio representations via weak language supervisionCode1
Automatic Spatially-aware Fashion Concept DiscoveryCode1
Learning Passage Impacts for Inverted IndexesCode1
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image MatchingCode1
Learning Sequence Descriptor based on Spatio-Temporal Attention for Visual Place RecognitionCode1
Learning SO(3) Equivariant Representations with Spherical CNNsCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
Cross Modal Retrieval with Querybank NormalisationCode1
Learning to Ask Like a PhysicianCode1
Learning To Detect Scene Landmarks for Camera LocalizationCode1
Learning to Evaluate Performance of Multi-modal Semantic LocalizationCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
BookWorm: A Dataset for Character Description and AnalysisCode1
Learning to Relate to Previous Turns in Conversational SearchCode1
Learning to Rematch Mismatched Pairs for Robust Cross-Modal RetrievalCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringCode1
Learning to Tokenize for Generative RetrievalCode1
Learning Tree-based Deep Model for Recommender SystemsCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction ImagingCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
Few-shot Reranking for Multi-hop QA via Language Model PromptingCode1
Autoregressive Entity RetrievalCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
AutoTransition: Learning to Recommend Video Transition EffectsCode1
Leveraging Foundation Models for Content-Based Medical Image Retrieval in RadiologyCode1
Leveraging Large Language Models as Knowledge-Driven Agents for Reliable Retrosynthesis PlanningCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
Lexi: Self-Supervised Learning of the UI LanguageCode1
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt LearningCode1
LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric VideosCode1
Agent-OM: Leveraging LLM Agents for Ontology MatchingCode1
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active LearningCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
Linear Segmentation and Segment SignificanceCode1
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic designCode1
Cross-Batch Memory for Embedding LearningCode1
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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