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 5251–5275 of 14297 papers

TitleStatusHype
Typo-Robust Representation Learning for Dense RetrievalCode0
Reorganizing Educational Institutional Domain using Faceted Ontological Principles—0
GLIMMER: generalized late-interaction memory reranker—0
SSE: A Metric for Evaluating Search System Explainability—0
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition—0
Crowdsourcing and Evaluating Text-Based Audio Retrieval RelevancesCode0
Online Distillation for Pseudo-Relevance Feedback—0
Meta-Personalizing Vision-Language Models to Find Named Instances in VideoCode1
GRM: Generative Relevance Modeling Using Relevance-Aware Sample Estimation for Document Retrieval—0
Domain-specific ChatBots for Science using EmbeddingsCode1
R2-Diff: Denoising by diffusion as a refinement of retrieved motion for image-based motion prediction—0
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models—0
DocumentNet: Bridging the Data Gap in Document Pre-Training—0
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
Prompt Performance Prediction for Image Generation—0
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional UnderstandingCode1
Language-Guided Music Recommendation for Video via Prompt Analogies—0
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)—0
Yes, we CANN: Constrained Approximate Nearest Neighbors for local feature-based visual localization—0
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories—0
Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive TrainingCode1
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live StreamingCode1
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language RepresentationsCode1
Fine-Tuned but Zero-Shot 3D Shape Sketch View Similarity and Retrieval—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