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 95269550 of 14297 papers

TitleStatusHype
Graph-based non-linear least squares optimization for visual place recognition in changing environments0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
Deep Hashing for Secure Multimodal Biometrics0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment0
Universal Sentence Representation Learning with Conditional Masked Language Model0
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval0
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes0
PatentMatch: A Dataset for Matching Patent Claims & Prior ArtCode1
Neural document expansion for ad-hoc information retrieval0
Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection0
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal HashingCode1
A non-alternating graph hashing algorithm for large scale image searchCode0
Global Convergence of Model Function Based Bregman Proximal Minimization Algorithms0
Understanding and Predicting Characteristics of Test Collections in Information Retrieval0
THUIR@COLIEE-2020: Leveraging Semantic Understanding and Exact Matching for Legal Case Retrieval and Entailment0
Pit30M: A Benchmark for Global Localization in the Age of Self-Driving CarsCode1
Learning Dense Representations of Phrases at ScaleCode2
Learning Structures in Earth Observation Data with Gaussian Processes0
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
Do We Really Need Scene-specific Pose Encoders?0
Event-Driven Query ExpansionCode0
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces0
A Structure-Aware Method for Direct Pose Estimation0
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval0
Self-attention Comparison Module for Boosting Performance on Retrieval-based Open-Domain Dialog Systems0
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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