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 6226–6250 of 14297 papers

TitleStatusHype
CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval—0
Revisiting Self-Similarity: Structural Embedding for Image RetrievalCode1
R2Former: Unified Retrieval and Reranking Transformer for Place RecognitionCode1
Learning Semantic Relationship Among Instances for Image-Text MatchingCode1
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks—0
GAFNet: A Global Fourier Self Attention Based Novel Network for multi-modal downstream tasks—0
Rethinking with Retrieval: Faithful Large Language Model InferenceCode1
Rethinking Rotation Invariance with Point Cloud Registration—0
Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?Code2
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)—0
HPointLoc: Point-based Indoor Place Recognition using Synthetic RGB-D ImagesCode1
BagFormer: Better Cross-Modal Retrieval via bag-wise interaction—0
Result Diversification in Search and Recommendation: A SurveyCode0
Maximizing Use-Case Specificity through Precision Model Tuning—0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLPCode7
TempCLR: Temporal Alignment Representation with Contrastive LearningCode1
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion RetrievalCode0
MVTN: Learning Multi-View Transformations for 3D UnderstandingCode1
Noise-aware Learning from Web-crawled Image-Text Data for Image CaptioningCode1
Efficiently Enabling Block Semantics and Data Updates in DNA Storage—0
Cache-Aided Multi-User Private Information Retrieval using PDAs—0
On Cache-Aided Multi-User Private Information Retrieval with Small Caches—0
Modeling Time-Series and Spatial Data for Recommendations and Other Applications—0
Development of a Thermodynamics of Human Cognition and Human Culture—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