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 10076–10100 of 14297 papers

TitleStatusHype
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation—0
Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation—0
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval—0
Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval—0
Masking Modalities for Cross-modal Video Retrieval—0
MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification—0
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval—0
MASS: Overcoming Language Bias in Image-Text Matching—0
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive—0
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers—0
MatAtlas: Text-driven Consistent Geometry Texturing and Material Assignment—0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach—0
Matching Neuromorphic Events and Color Images via Adversarial Learning—0
Matching Table Metadata with Business Glossaries Using Large Language Models—0
Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval—0
Matching Tweets With Applicable Fact-Checks Across Languages—0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval—0
Materialistic: Selecting Similar Materials in Images—0
MATERIALizing Cross-Language Information Retrieval: A Snapshot—0
MatExpert: Decomposing Materials Discovery by Mimicking Human Experts—0
MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions—0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding—0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion—0
Mathematical Information Retrieval: Search and Question Answering—0
MATHion: Solving Math Word Problems with Logically Consistent Problems—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