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 7351–7375 of 14297 papers

TitleStatusHype
Dense Multimodal Fusion for Hierarchically Joint Representation—0
Event Retrieval in Large Video Collections with Circulant Temporal Encoding—0
Classification of Goods Using Text Descriptions With Sentences Retrieval—0
Event Presence Prediction Helps Trigger Detection Across Languages—0
Learning Decorrelated Hashing Codes for Multimodal Retrieval—0
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation—0
EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video—0
Learning Deep Binary Descriptor With Multi-Quantization—0
Classification in the dark using tactile exploration—0
A Review of Deep Learning for Video Captioning—0
Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoning—0
Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval—0
Learning Deep Representations via Contrastive Learning for Instance Retrieval—0
Event GDR: Event-Centric Generative Document Retrieval—0
Learning Deep Similarity Models with Focus Ranking for Fabric Image Retrieval—0
Learning Deep Sketch Abstraction—0
Event Extraction in Video Transcripts—0
Learning Dense Representations for Entity Retrieval—0
Classification and Retrieval of Digital Pathology Scans: A New Dataset—0
Event-driven Real-time Retrieval in Web Search—0
Dense Template Retrieval for Customer Support—0
Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multi-view Features—0
Classification and reconstruction of spatially overlapping phase images using diffractive optical networks—0
Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach—0
A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras—0
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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