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 7301–7325 of 14297 papers

TitleStatusHype
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators—0
Learning a Policy for Opportunistic Active Learning—0
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs—0
Learning a Recurrent Visual Representation for Image Caption Generation—0
Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning—0
Déjà Image-Captions: A Corpus of Expressive Descriptions in Repetition—0
Learnt quasi-transitive similarity for retrieval from large collections of faces—0
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models—0
Déjà Vu Memorization in Vision-Language Models—0
Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis—0
Least square ellipsoid fitting using iterative orthogonal transformations—0
Event Retrieval Using Motion Barcodes—0
DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment—0
Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval—0
Learning Audio-Video Modalities from Image Captions—0
Learning Audio-Visual Correlations from Variational Cross-Modal Generation—0
Learning a Unified Embedding for Visual Search at Pinterest—0
Learning Autoencoded Radon Projections—0
Event Retrieval in Large Video Collections with Circulant Temporal Encoding—0
Classification of Goods Using Text Descriptions With Sentences Retrieval—0
Learning-based estimation of in-situ wind speed from underwater acoustics—0
Learning-based Relational Object Matching Across Views—0
Event Presence Prediction Helps Trigger Detection Across Languages—0
Learning Binary Codes for High-Dimensional Data Using Bilinear Projections—0
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video—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