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 5676–5700 of 14297 papers

TitleStatusHype
Geometry Based Machining Feature Retrieval with Inductive Transfer Learning—0
GeoRAG: A Question-Answering Approach from a Geographical Perspective—0
Geospatial Semantics—0
FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-training—0
GeoTransformer: Enhancing Urban Forecasting with Dependency Retrieval and Geospatial Attention—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering—0
HTML-LSTM: Information Extraction from HTML Tables in Web Pages using Tree-Structured LSTM—0
Human Action Recognition and Prediction: A Survey—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
HPatches: A benchmark and evaluation of handcrafted and learned local descriptors—0
Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking—0
FaNS: a Facet-based Narrative Similarity Metric—0
Getting Started with Neural Models for Semantic Matching in Web Search—0
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context—0
Get Your Model Puzzled: Introducing Crossword-Solving as a New NLP Benchmark—0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval—0
A Critical Review of Causal Reasoning Benchmarks for Large Language Models—0
ggRandomForests: Exploring Random Forest Survival—0
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs—0
FaMTEB: Massive Text Embedding Benchmark in Persian Language—0
GIFT: A Real-time and Scalable 3D Shape Search Engine—0
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation—0
Code-switched inspired losses for spoken dialog representations—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