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 12011250 of 14297 papers

TitleStatusHype
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Deformation-Aware 3D Model Embedding and RetrievalCode1
Disentangled Modeling of Domain and Relevance for Adaptable Dense RetrievalCode1
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive LearningCode1
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical StudyCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
AI Literature Review SuiteCode1
Deep Complex NetworksCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
A Statutory Article Retrieval Dataset in FrenchCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
Deconfounded Video Moment Retrieval with Causal InterventionCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
DeeperImpact: Optimizing Sparse Learned Index StructuresCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
Data-Free Sketch-Based Image RetrievalCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
Deep Evidential Learning with Noisy Correspondence for Cross-Modal RetrievalCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Curriculum Learning for Dense Retrieval DistillationCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
A Corpus for Understanding and Generating Moral StoriesCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit SimilarityCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
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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