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

Showing 401450 of 14297 papers

TitleStatusHype
mFollowIR: a Multilingual Benchmark for Instruction Following in RetrievalCode2
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of DataCode2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationCode2
Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?Code2
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM AgentsCode2
EVOR: Evolving Retrieval for Code GenerationCode2
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)Code2
Fine-grained Image Captioning with CLIP RewardCode2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
Atlas: Few-shot Learning with Retrieval Augmented Language ModelsCode2
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation SystemsCode2
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax TreeCode2
Multilingual Search with Subword TF-IDFCode2
A Replication Study of Dense Passage RetrieverCode2
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsCode2
Flow-Guided Transformer for Video InpaintingCode2
Neural Responding Machine for Short-Text ConversationCode2
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMsCode2
Generalized Contrastive Learning for Multi-Modal Retrieval and RankingCode2
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose AnnotationsCode2
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented GenerationCode2
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationCode2
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"Code2
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMsCode2
Extended Mind TransformersCode2
ARAGOG: Advanced RAG Output GradingCode2
Contrastive language and vision learning of general fashion conceptsCode2
Explore the Limits of Omni-modal Pretraining at ScaleCode2
OpenNRE: An Open and Extensible Toolkit for Neural Relation ExtractionCode2
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image RetrievalCode2
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based FrameworkCode2
Evaluation of Retrieval-Augmented Generation: A SurveyCode2
Exploring the best way for UAV visual localization under Low-altitude Multi-view Observation Condition: a BenchmarkCode2
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge GraphCode2
Enabling Large Language Models to Generate Text with CitationsCode2
An Open-Source American Sign Language Fingerspell Recognition and Semantic Pose Retrieval InterfaceCode2
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code2
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
Position Interpolation Improves ALiBi ExtrapolationCode2
Enhancing Retrieval-Augmented Generation: A Study of Best PracticesCode2
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D RecognitionCode2
CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation AlignmentCode2
Pretrained Visual UncertaintiesCode2
Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment RetrievalCode2
Efficient Remote Sensing with Harmonized Transfer Learning and Modality AlignmentCode2
Animate-A-Story: Storytelling with Retrieval-Augmented Video GenerationCode2
Retrieval with Learned SimilaritiesCode2
Qilin: A Multimodal Information Retrieval Dataset with APP-level User SessionsCode2
Efficient Multi-Vector Dense Retrieval Using Bit VectorsCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified