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 1001–1025 of 14297 papers

TitleStatusHype
Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question AnsweringCode1
Siamese Vision Transformers are Scalable Audio-visual LearnersCode1
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented GenerationCode1
ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringCode1
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Knowledge-Enhanced Dual-stream Zero-shot Composed Image RetrievalCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
VXP: Voxel-Cross-Pixel Large-scale Image-LiDAR Place RecognitionCode1
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object RetrievalCode1
KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and DeformationCode1
Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-BasesCode1
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health recordsCode1
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal ModelsCode1
It's All About Your Sketch: Democratising Sketch Control in Diffusion ModelsCode1
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class DiscoveryCode1
Leveraging Foundation Models for Content-Based Medical Image Retrieval in RadiologyCode1
FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font ApplicationsCode1
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned DecisionCode1
Learning to Rematch Mismatched Pairs for Robust Cross-Modal RetrievalCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
Improving Retrieval in Theme-specific Applications using a Corpus Topical TaxonomyCode1
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection AttacksCode1
Open Assistant Toolkit -- version 2Code1
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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