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 18011850 of 14297 papers

TitleStatusHype
Multimodal Neural DatabasesCode1
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New BenchmarkCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
An Empirical Study of Multimodal Model MergingCode1
Multimodal Semi-Supervised Learning for 3D ObjectsCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering ModelsCode1
BERT for Evidence Retrieval and Claim VerificationCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
BERT got a Date: Introducing Transformers to Temporal TaggingCode1
Hybrid Inverted Index Is a Robust Accelerator for Dense RetrievalCode1
Multi-Similarity Loss with General Pair Weighting for Deep Metric LearningCode1
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal RetrievalCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
MUSE: Mamba is Efficient Multi-scale Learner for Text-video RetrievalCode1
MUSER: A Multi-View Similar Case Retrieval DatasetCode1
BERT-QE: Contextualized Query Expansion for Document Re-rankingCode1
MUVERA: Multi-Vector Retrieval via Fixed Dimensional EncodingsCode1
MVTN: Learning Multi-View Transformations for 3D UnderstandingCode1
MVTN: Multi-View Transformation Network for 3D Shape RecognitionCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
kNN-Prompt: Nearest Neighbor Zero-Shot InferenceCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
NERetrieve: Dataset for Next Generation Named Entity Recognition and RetrievalCode1
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive LearningCode1
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language IntentCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Neural Eigenfunctions Are Structured Representation LearnersCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-LocalisationCode1
Neural Machine Translation with Monolingual Translation MemoryCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Disentangled Modeling of Domain and Relevance for Adaptable Dense RetrievalCode1
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large DatasetsCode1
Neural Topic Modeling with Continual Lifelong LearningCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language TasksCode1
"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented GenerationCode1
Maximum Likelihood based Phase-Retrieval using Fresnel Propagation Forward Models with Optional ConstraintsCode1
Non-Parametric Unsupervised Domain Adaptation for Neural Machine TranslationCode1
Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite ImageCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen RepresentationsCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
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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