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 26012650 of 14297 papers

TitleStatusHype
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
Combination of Multiple Global Descriptors for Image RetrievalCode1
ASPIRE: Assistive System for Performance Evaluation in IRCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
LLMJudge: LLMs for Relevance JudgmentsCode1
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking PreferencesCode1
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented GenerationCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Active Image IndexingCode1
LOCORE: Image Re-ranking with Long-Context Sequence ModelingCode1
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
Long-Context Inference with Retrieval-Augmented Speculative DecodingCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
Broken Neural Scaling LawsCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Data-Free Sketch-Based Image RetrievalCode1
Low-rank Prompt Interaction for Continual Vision-Language RetrievalCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode1
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAGCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
Human Sentence Processing: Recurrence or Attention?Code1
MAIR: A Massive Benchmark for Evaluating Instructed RetrievalCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training ModelCode1
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and RetrievalCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
Matching Patients to Clinical Trials with Large Language ModelsCode1
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional UnderstandingCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
Show:102550
← PrevPage 53 of 286Next →

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