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 51015125 of 14297 papers

TitleStatusHype
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained VideosCode0
From Roots to Rewards: Dynamic Tree Reasoning with RLCode0
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language ModelsCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
From Coarse to Fine: Robust Hierarchical Localization at Large ScaleCode0
Dynamically-Scaled Deep Canonical Correlation AnalysisCode0
MultiConIR: Towards multi-condition Information RetrievalCode0
Dynamic Adapter with Semantics Disentangling for Cross-lingual Cross-modal RetrievalCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
FormulaReasoning: A Dataset for Formula-Based Numerical ReasoningCode0
Dwell in the Beginning: How Language Models Embed Long Documents for Dense RetrievalCode0
Food Recommendations for Reducing Water FootprintCode0
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory NetworksCode0
MultiGrain: a unified image embedding for classes and instancesCode0
FrameFinder: Explorative Multi-Perspective Framing Extraction from News HeadlinesCode0
Answering Complex Questions Using Open Information ExtractionCode0
FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation LearningCode0
ALOHA: Artificial Learning of Human Attributes for Dialogue AgentsCode0
Duluth at SemEval-2025 Task 7: TF-IDF with Optimized Vector Dimensions for Multilingual Fact-Checked Claim RetrievalCode0
Duet at TREC 2019 Deep Learning TrackCode0
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise LevelsCode0
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature LearningCode0
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and GroundingCode0
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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