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 1250112550 of 14297 papers

TitleStatusHype
Joint Multisided Exposure Fairness for RecommendationCode0
Lightweight Cross-Lingual Sentence Representation LearningCode0
A^2-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image RetrievalCode0
JointRank: Rank Large Set with Single PassCode0
DPTDR: Deep Prompt Tuning for Dense Passage RetrievalCode0
Lightweight Multi-System Multivariate Interconnection and Divergence DiscoveryCode0
Context-Aware Sentence/Passage Term Importance Estimation For First Stage RetrievalCode0
Likelihood as a Performance Gauge for Retrieval-Augmented GenerationCode0
Joint Searching and Grounding: Multi-Granularity Video Content RetrievalCode0
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-TuningCode0
Metric Learning With HORDE: High-Order Regularizer for Deep EmbeddingsCode0
Large Language Models are Limited in Out-of-Context Knowledge ReasoningCode0
Adding simple structure at inference improves Vision-Language CompositionalityCode0
Down and Across: Introducing Crossword-Solving as a New NLP BenchmarkCode0
Do Vision-Language Models Understand Compound Nouns?Code0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
Game-Based Video-Context DialogueCode0
Linear Algebraic Structure of Word Senses, with Applications to PolysemyCode0
Informative and Representative Triplet Selection for Multilabel Remote Sensing Image RetrievalCode0
GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental imageCode0
MFBE: Leveraging Multi-Field Information of FAQs for Efficient Dense RetrievalCode0
Context Aware Query Image Representation for Particular Object RetrievalCode0
A non-alternating graph hashing algorithm for large scale image searchCode0
A Joint Sequence Fusion Model for Video Question Answering and RetrievalCode0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
Judgement Citation Retrieval using Contextual SimilarityCode0
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-IdentificationCode0
Doodle to Search: Practical Zero-Shot Sketch-based Image RetrievalCode0
Don't take it lightly: Phasing optical random projections with unknown operatorsCode0
MHSAN: Multi-Head Self-Attention Network for Visual Semantic EmbeddingCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
A Comparison of Methods for Evaluating Generative IRCode0
TechNet: Technology Semantic Network Based on Patent DataCode0
AutoML-guided Fusion of Entity and LLM-based Representations for Document ClassificationCode0
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural FeaturesCode0
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world ClaimsCode0
OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates DiscoveryCode0
Kadabra: Adapting Kademlia for the Decentralized WebCode0
Context-Aware Embeddings for Automatic Art AnalysisCode0
MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph LatentCode0
Don't Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal ModelsCode0
Context-Aware Cross-Lingual MappingCode0
Content Selection Network for Document-grounded Retrieval-based ChatbotsCode0
Linguistically Informed Masking for Representation Learning in the Patent DomainCode0
Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure ConstraintCode0
KAP: MLLM-assisted OCR Text Enhancement for Hybrid Retrieval in Chinese Non-Narrative DocumentsCode0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
Linked Data Triples Enhance Document Relevance ClassificationCode0
MIC: Mining Interclass Characteristics for Improved Metric LearningCode0
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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