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 25012550 of 14297 papers

TitleStatusHype
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language ModelsCode1
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-PracticingCode1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-TrainingCode1
Knowledge-Enhanced Dual-stream Zero-shot Composed Image RetrievalCode1
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue GenerationCode1
Knowledge Graph-based Retrieval-Augmented Generation for Schema MatchingCode1
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-IdentificationCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
Knowledge Guided Text Retrieval and Reading for Open Domain Question AnsweringCode1
Synergistic Interplay between Search and Large Language Models for Information RetrievalCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
CoCa: Contrastive Captioners are Image-Text Foundation ModelsCode1
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents IntegrationCode1
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction PredictionCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust LearningCode1
Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific ModelsCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
CODEC: Complex Document and Entity CollectionCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Language Models Implement Simple Word2Vec-style Vector ArithmeticCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text RetrievalCode1
Large Dual Encoders Are Generalizable RetrieversCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Co-design Hardware and Algorithm for Vector SearchCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Curriculum Learning for Dense Retrieval DistillationCode1
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation RecommendationCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
Codified audio language modeling learns useful representations for music information retrievalCode1
AI Literature Review SuiteCode1
Large-to-small Image Resolution Asymmetry in Deep Metric LearningCode1
Broken Neural Scaling LawsCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
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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