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 2426–2450 of 14297 papers

TitleStatusHype
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF RelocalizationCode1
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce ProductCode1
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud RegistrationCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
Differential MambaCode1
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New BenchmarkCode1
Multimodal Prompt Retrieval for Generative Visual Question AnsweringCode1
CLIP2Video: Mastering Video-Text Retrieval via Image CLIPCode1
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip RetrievalCode1
Knowledge-Enhanced Dual-stream Zero-shot Composed Image RetrievalCode1
Knowledge Graph-based Retrieval-Augmented Generation for Schema MatchingCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
CLIP-Event: Connecting Text and Images with Event StructuresCode1
Knowledge Guided Text Retrieval and Reading for Open Domain Question AnsweringCode1
Directional Statistics-based Deep Metric Learning for Image Classification and RetrievalCode1
LaMP: When Large Language Models Meet PersonalizationCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
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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