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 10101–10125 of 14297 papers

TitleStatusHype
Deep Metric Structured Learning For Facial Expression Recognition—0
Deep Models for Multi-View 3D Object Recognition: A Review—0
Deep Momentum Uncertainty Hashing—0
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval—0
Deep multi-modal networks for book genre classification based on its cover—0
Deep Multi-View Enhancement Hashing for Image Retrieval—0
Matching Models for Graph Retrieval—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Deep Neural Solver for Math Word Problems—0
Deep Ordinal Hashing with Spatial Attention—0
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval—0
Deep Plug-and-Play HIO Approach for Phase Retrieval—0
Deep Policy Hashing Network with Listwise Supervision—0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Deep Reinforcement Learning for Image Hashing—0
Deep Reinforcement Learning for Organ Localization in CT—0
Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing—0
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles—0
Deep Representation Learning and Clustering of Traffic Scenarios—0
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research—0
Deep Residual Hashing—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