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 1405114100 of 14297 papers

TitleStatusHype
Satyrn: A Platform for Analytics Augmented GenerationCode0
CFIR: Fast and Effective Long-Text To Image Retrieval for Large CorporaCode0
Text2Playlist: Generating Personalized Playlists from Text on DeezerCode0
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented GenerationCode0
Text2Shape: Generating Shapes from Natural Language by Learning Joint EmbeddingsCode0
Text2Tracks: Prompt-based Music Recommendation via Generative RetrievalCode0
Yara Parser: A Fast and Accurate Dependency ParserCode0
USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text RetrievalCode0
Sato: Contextual Semantic Type Detection in TablesCode0
Tree-Based Text Retrieval via Hierarchical Clustering in RAGFrameworks: Application on Taiwanese RegulationsCode0
ProCIS: A Benchmark for Proactive Retrieval in ConversationsCode0
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity DocumentsCode0
Text-based Person Search in Full Images via Semantic-Driven Proposal GenerationCode0
Recognizing Musical Entities in User-generated ContentCode0
SANGEET: A XML based Open Dataset for Research in Hindustani SangeetCode0
ALCAP: Alignment-Augmented Music CaptionerCode0
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachCode0
VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language ModelsCode0
Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata EnrichmentCode0
On the Summarization of Consumer Health QuestionsCode0
When Retriever-Reader Meets Scenario-Based Multiple-Choice QuestionsCode0
VoDEx: a Python library for time annotation and management of volumetric functional imaging dataCode0
Recall, Robustness, and Lexicographic EvaluationCode0
Triangle-Net: Towards Robustness in Point Cloud LearningCode0
When the Music Stops: Tip-of-the-Tongue Retrieval for MusicCode0
Contrastive Alignment with Semantic Gap-Aware Corrections in Text-Video RetrievalCode0
Sampling-Bias-Corrected Neural Modeling for Large Corpus Item RecommendationsCode0
Text InfillingCode0
Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry ChallengesCode0
Working memory inspired hierarchical video decomposition with transformative representationsCode0
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering CapabilitiesCode0
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question AnsweringCode0
Permutation Search Methods are Efficient, Yet Faster Search is PossibleCode0
When to Retrieve: Teaching LLMs to Utilize Information Retrieval EffectivelyCode0
TripClick: The Log Files of a Large Health Web Search EngineCode0
Text Representation Distillation via Information Bottleneck PrincipleCode0
TripJudge: A Relevance Judgement Test Collection for TripClick Health RetrievalCode0
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based ChatbotsCode0
Text Retrieval with Multi-Stage Re-Ranking ModelsCode0
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)Code0
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track CharacteristicsCode0
Sample-Efficient Algorithms for Recovering Structured Signals from Magnitude-Only MeasurementsCode0
Triplet-Center Loss for Multi-View 3D Object RetrievalCode0
PEnG: Pose-Enhanced Geo-LocalisationCode0
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal InvarianceCode0
Offline Retrieval Evaluation Without Evaluation MetricsCode0
Saliency Weighted Convolutional Features for Instance SearchCode0
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text SpacesCode0
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional PriorCode0
ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation NetworksCode0
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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