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 11011125 of 14297 papers

TitleStatusHype
"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented GenerationCode1
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc RetrievalCode1
RIGHT: Retrieval-augmented Generation for Mainstream Hashtag RecommendationCode1
Let All be Whitened: Multi-teacher Distillation for Efficient Visual RetrievalCode1
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative ApproachCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
Interfacing Foundation Models' EmbeddingsCode1
Contextually Affinitive Neighborhood Refinery for Deep ClusteringCode1
Adaptive Confidence Multi-View Hashing for Multimedia RetrievalCode1
Large Foundation Models for Power SystemsCode1
Collapse-Aware Triplet Decoupling for Adversarially Robust Image RetrievalCode1
RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosCode1
Dense X Retrieval: What Retrieval Granularity Should We Use?Code1
RecJPQ: Training Large-Catalogue Sequential RecommendersCode1
mir_ref: A Representation Evaluation Framework for Music Information Retrieval TasksCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
Predictive Chemistry Augmented with Text RetrievalCode1
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate SystemCode1
LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric VideosCode1
Lite-Mind: Towards Efficient and Robust Brain Representation NetworkCode1
UFineBench: Towards Text-based Person Retrieval with Ultra-fine GranularityCode1
FreestyleRet: Retrieving Images from Style-Diversified QueriesCode1
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense RetrievalCode1
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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