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 1395114000 of 14297 papers

TitleStatusHype
Renderers are Good Zero-Shot Representation Learners: Exploring Diffusion Latents for Metric LearningCode0
ReMatch: Retrieval Enhanced Schema Matching with LLMsCode0
Seeing the Abstract: Translating the Abstract Language for Vision Language ModelsCode0
See, Hear, and Read: Deep Aligned RepresentationsCode0
Unsupervised Submodular Rank Aggregation on Score-based PermutationsCode0
SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language RetrievalCode0
SeDR: Segment Representation Learning for Long Documents Dense RetrievalCode0
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial ReportsCode0
Task Oriented Conversational Modelling With Subjective KnowledgeCode0
Visual Self-paced Iterative Learning for Unsupervised Temporal Action LocalizationCode0
Visual Re-Ranking with Non-Visual Side InformationCode0
PerspectroScope: A Window to the World of Diverse PerspectivesCode0
Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language ModelsCode0
OnSET: Ontology and Semantic Exploration ToolkitCode0
Transcriptomics-based matching of drugs to diseases with deep learningCode0
Perspectives on Large Language Models for Relevance JudgmentCode0
Reliable Academic Conference Question Answering: A Study Based on Large Language ModelCode0
On Monotonic Aggregation for Open-domain QACode0
Transductive Zero-Shot Hashing for Multilabel Image RetrievalCode0
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal EmbeddingsCode0
TattTRN: Template Reconstruction Network for Tattoo RetrievalCode0
Relevance Proximity Graphs for Fast Relevance RetrievalCode0
SEA: Sentence Encoder Assembly for Video Retrieval by Textual QueriesCode0
Prompting Large Vision-Language Models for Compositional ReasoningCode0
Searching Mobile App Screens via Text + DoodleCode0
TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video RetrievalCode0
Relevance-based Margin for Contrastively-trained Video Retrieval ModelsCode0
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive BaselinesCode0
Untrained neural network embedded Fourier phase retrieval from few measurementsCode0
Person Search in Videos with One Portrait Through Visual and Temporal LinksCode0
Relation Extraction : A SurveyCode0
Person Retrieval in Surveillance Video using Height, Color and GenderCode0
Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot LearningCode0
Evaluating Search Engines and Large Language Models for Answering Health QuestionsCode0
Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data AugmentationCode0
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningCode0
Teaching Smaller Language Models To Generalise To Unseen Compositional QuestionsCode0
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategiesCode0
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract ScenesCode0
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor LearningCode0
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative ContextsCode0
PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalCode0
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLMCode0
Reinforcement learning for multi-item retrieval in the puzzle-based storage systemCode0
Orthonormal Product Quantization Network for Scalable Face Image RetrievalCode0
Transformer verbatim in-context retrieval across time and scaleCode0
Technical Question Answering across Tasks and DomainsCode0
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalCode0
Technological taxonomies for hypernym and hyponym retrieval in patent textsCode0
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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