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 19011950 of 14297 papers

TitleStatusHype
Frame-wise Action Representations for Long Videos via Sequence Contrastive LearningCode1
Sketching without Worrying: Noise-Tolerant Sketch-Based Image RetrievalCode1
StruBERT: Structure-aware BERT for Table Search and MatchingCode1
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image MatchingCode1
UKP-SQUARE: An Online Platform for Question Answering ResearchCode1
Neural Machine Translation with Phrase-Level Universal Visual RepresentationsCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
RELIC: Retrieving Evidence for Literary ClaimsCode1
LEVEN: A Large-Scale Chinese Legal Event Detection DatasetCode1
Learning video retrieval models with relevance-aware online miningCode1
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training DataCode1
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think AgainCode1
Revitalize Region Feature for Democratizing Video-Language Pre-training of RetrievalCode1
ReACC: A Retrieval-Augmented Code Completion FrameworkCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise VotingCode1
Representation Learning for Resource-Constrained Keyphrase GenerationCode1
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit SimilarityCode1
Disentangled Representation Learning for Text-Video RetrievalCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
Reasoning over Public and Private Data in Retrieval-Based SystemsCode1
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web DataCode1
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text RetrievalCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language TasksCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC DomainCode1
Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text RetrievalCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in ContextCode1
Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch TrainingCode1
PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support SystemsCode1
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity LinkingCode1
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question AnsweringCode1
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep LearningCode1
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during TrainingCode1
TARexp: A Python Framework for Technology-Assisted Review ExperimentsCode1
MultiRes-NetVLAD: Augmenting Place Recognition Training with Low-Resolution ImageryCode1
Saving Dense Retriever from Shortcut Dependency in Conversational SearchCode1
Probabilistic Embeddings RevisitedCode1
Transformer Memory as a Differentiable Search IndexCode1
On the Importance of Building High-quality Training Datasets for Neural Code SearchCode1
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalCode1
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory ModelsCode1
Uncertainty Modeling for Out-of-Distribution GeneralizationCode1
Hybrid Contrastive Quantization for Efficient Cross-View Video RetrievalCode1
Supervised Contrastive Learning for Product MatchingCode1
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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