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 3626–3650 of 14297 papers

TitleStatusHype
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Analysis of Similes in Serbian Literary Texts (1860-1920) using computational methods—0
Ad Auctions for LLMs via Retrieval Augmented Generation—0
BERT got a Date: Introducing Transformers to Temporal Tagging—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Data-Efficient Generalization for Zero-shot Composed Image Retrieval—0
Automatic Textual Evidence Mining in COVID-19 Literature—0
Data-Efficient Autoregressive Document Retrieval for Fact Verification—0
Deep Unsupervised Hashing with Latent Semantic Components—0
Data-Driven Relevance Judgments for Ranking Evaluation—0
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model—0
SetBERT: Enhancing Retrieval Performance for Boolean Logic and Set Operation Queries—0
Deep Visual-Semantic Quantization for Efficient Image Retrieval—0
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process—0
Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model—0
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection—0
Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination—0
DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation—0
Deformable Voxel Grids for Shape Comparisons—0
Data-driven intelligent computational design for products: Method, techniques, and applications—0
DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image—0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )—0
DEFT 2020 : d\'etection de similarit\'e entre phrases et extraction d'information (DEFT 2020 : sentence similarity detection and information retrieval )—0
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying—0
Data-Driven Dialogue Systems for Social Agents—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