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 5926–5950 of 14297 papers

TitleStatusHype
LEANN: A Low-Storage Vector Index—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Matching Models for Graph Retrieval—0
Deep Multi-View Enhancement Hashing for Image Retrieval—0
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering—0
An Efficient Image Retrieval Based on Fusion of Low-Level Visual Features—0
Deep multi-modal networks for book genre classification based on its cover—0
Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets—0
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval—0
Deep Momentum Uncertainty Hashing—0
Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video—0
A Deep Metric Learning Method for Biomedical Passage Retrieval—0
Deep Models for Multi-View 3D Object Recognition: A Review—0
Deep Metric Structured Learning For Facial Expression Recognition—0
Deep Metric Multi-View Hashing for Multimedia Retrieval—0
Deep Metric Learning with Soft Orthogonal Proxies—0
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment—0
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval—0
Deep Metric Learning with Hierarchical Triplet Loss—0
Beef up mmWave Dense Cellular Networks with D2D-Assisted Cooperative Edge Caching—0
Deep Metric Learning with Alternating Projections onto Feasible Sets—0
An Efficient Data Retrieval Parallel Reeb Graph Algorithm—0
A Deep Look into Neural Ranking Models for Information Retrieval—0
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling—0
Deep Metric Learning via Adaptive Learnable Assessment—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