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 9001–9025 of 14297 papers

TitleStatusHype
Multi-Label Learning to Rank through Multi-Objective Optimization—0
Efficient Federated Search for Retrieval-Augmented Generation—0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Neural Memory Plasticity for Anomaly Detection—0
Neural method for Explicit Mapping of Quasi-curvature Locally Linear Embedding in image retrieval—0
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning—0
Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning—0
A Privacy-Preserving Content-Based Image Retrieval Scheme Allowing Mixed Use Of Encrypted And Plain Images—0
Neural Models for Information Retrieval—0
Neural Multi-task Text Normalization and Sanitization with Pointer-Generator—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Can Image Retrieval help Visual Saliency Detection?—0
Neural Networks Built from Unreliable Components—0
Neural Networks for Information Retrieval—0
Neural networks for inverse control with system priors—0
Neural Optimization with Adaptive Heuristics for Intelligent Marketing System—0
Neural Passage Retrieval with Improved Negative Contrast—0
A Pluggable Learned Index Method via Sampling and Gap Insertion—0
Neural ranking models for document retrieval—0
Neural Ranking Models with Multiple Document Fields—0
End-to-End Trainable Retrieval-Augmented Generation for Relation Extraction—0
On Elastic Language Models—0
Multi-hop Question Answering under Temporal Knowledge Editing—0
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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