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 27012750 of 14297 papers

TitleStatusHype
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal HashingCode1
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item AnnotationCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted MetadataCode1
Compressing LLMs: The Truth is Rarely Pure and Never SimpleCode1
Vision-Language Dataset DistillationCode1
Multimodal Federated Learning via Contrastive Representation EnsembleCode1
Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report GenerationCode1
Multimodal Inverse Cloze Task for Knowledge-based Visual Question AnsweringCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine TranslationCode1
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant ImagesCode1
Multimodal Neural DatabasesCode1
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and RetrievalCode1
Multi-modal Retrieval Augmented Multi-modal Generation: A Benchmark, Evaluate Metrics and Strong BaselinesCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Multi-modal Transformer for Video RetrievalCode1
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise RerankingCode1
Multi-queue Momentum Contrast for Microvideo-Product RetrievalCode1
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsCode1
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
Correlation Verification for Image RetrievalCode1
Multi-Step Reasoning Over Unstructured Text with Beam Dense RetrievalCode1
Multiview Identifiers Enhanced Generative RetrievalCode1
Align before Fuse: Vision and Language Representation Learning with Momentum DistillationCode1
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
MUVERA: Multi-Vector Retrieval via Fixed Dimensional EncodingsCode1
CoRT: Complementary Rankings from TransformersCode1
MVTN: Multi-View Transformation Network for 3D Shape RecognitionCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
Navigating Connected Memories with a Task-oriented Dialog SystemCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
NERetrieve: Dataset for Next Generation Named Entity Recognition and RetrievalCode1
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive LearningCode1
MosAIc: Finding Artistic Connections across Culture with Conditional Image RetrievalCode1
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
Neural Concept BinderCode1
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentCode1
CoSMo: Content-Style Modulation for Image Retrieval With Text FeedbackCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Neural Machine Translation with Contrastive Translation MemoriesCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
Neural Methods for Point-wise Dependency EstimationCode1
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense EmbeddingsCode1
Embedding Expansion: Augmentation in Embedding Space for Deep Metric LearningCode1
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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