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

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Showing 5076–5100 of 14297 papers

TitleStatusHype
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity RetrievalCode0
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained VideosCode0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
A Family of Rank Similarity Measures based on Maximized Effectiveness DifferenceCode0
Modeling Uncertainty with Hedged Instance EmbeddingCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsCode0
From Relevance to Utility: Evidence Retrieval with Feedback for Fact VerificationCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
A Comparison of Methods for Evaluating Generative IRCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
FrameFinder: Explorative Multi-Perspective Framing Extraction from News HeadlinesCode0
From Coarse to Fine: Robust Hierarchical Localization at Large ScaleCode0
From Roots to Rewards: Dynamic Tree Reasoning with RLCode0
Dynamically-Scaled Deep Canonical Correlation AnalysisCode0
Dynamic Adapter with Semantics Disentangling for Cross-lingual Cross-modal RetrievalCode0
Food Recommendations for Reducing Water FootprintCode0
ALOHA: Artificial Learning of Human Attributes for Dialogue AgentsCode0
Dwell in the Beginning: How Language Models Embed Long Documents for Dense RetrievalCode0
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise LevelsCode0
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified