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 17011750 of 14297 papers

TitleStatusHype
Data-Efficient Multimodal Fusion on a Single GPUCode1
LLMJudge: LLMs for Relevance JudgmentsCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual QueriesCode1
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place RecognitionCode1
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge BasesCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
Data-Free Sketch-Based Image RetrievalCode1
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
Benchmarking Robustness of Multimodal Image-Text Models under Distribution ShiftCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense EncodersCode1
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical ParametersCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
Are Local Features All You Need for Cross-Domain Visual Place Recognition?Code1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
Low-rank Prompt Interaction for Continual Vision-Language RetrievalCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Curriculum Learning for Dense Retrieval DistillationCode1
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-trainingCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionCode1
Making Retrieval-Augmented Language Models Robust to Irrelevant ContextCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
Matching-oriented Embedding Quantization For Ad-hoc RetrievalCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Agent-OM: Leveraging LLM Agents for Ontology MatchingCode1
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active LearningCode1
Cross Modal Retrieval with Querybank NormalisationCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
MedMentions: A Large Biomedical Corpus Annotated with UMLS ConceptsCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
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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