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 50515100 of 14297 papers

TitleStatusHype
GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental imageCode0
Game-Based Video-Context DialogueCode0
Generating Natural Questions About an ImageCode0
Heterogenous Memory Augmented Neural NetworksCode0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual DataCode0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
Functional Object-Oriented Network: Construction & ExpansionCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
Dynamic Weighted Combiner for Mixed-Modal Image RetrievalCode0
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language ModelsCode0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram SpacesCode0
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge ExpansionCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Modality-Aware Representation Learning for Zero-shot Sketch-based Image RetrievalCode0
Answer Retrieval in Legal Community Question AnsweringCode0
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention NetworkCode0
From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer ModelCode0
From Third Person to First Person: Dataset and Baselines for Synthesis and RetrievalCode0
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory tracesCode0
From Selective Deep Convolutional Features to Compact Binary Representations for Image RetrievalCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
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 second183.53Unverified
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