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 951–975 of 14297 papers

TitleStatusHype
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image RetrievalCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
Adaptive Nearest Neighbor Machine TranslationCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
Fine-Grained VR Sketching: Dataset and InsightsCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019Code1
FIRE: Fact-checking with Iterative Retrieval and VerificationCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
Florence: A New Foundation Model for Computer VisionCode1
Do Not Disturb Me: Person Re-identification Under the Interference of Other PedestriansCode1
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
Focus on Local: Finding Reliable Discriminative Regions for Visual Place RecognitionCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
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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