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

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Showing 2376–2400 of 14297 papers

TitleStatusHype
Memory Sharing for Large Language Model based AgentsCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
DeepPatent: Large scale patent drawing recognition and retrievalCode1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph CompletionCode1
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
MFAQ: a Multilingual FAQ DatasetCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)Code1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Deep Relational Metric LearningCode1
kNN-NER: Named Entity Recognition with Nearest Neighbor SearchCode1
CoCa: Contrastive Captioners are Image-Text Foundation ModelsCode1
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents IntegrationCode1
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-trainingCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Keyword-Attentive Deep Semantic MatchingCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge BasesCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
COBRA: Contrastive Bi-Modal Representation AlgorithmCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified