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 5801–5825 of 14297 papers

TitleStatusHype
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying—0
Better Datastore, Better Translation: Generating Datastores from Pre-Trained Models for Nearest Neural Machine Translation—0
DEFT 2020 : d\'etection de similarit\'e entre phrases et extraction d'information (DEFT 2020 : sentence similarity detection and information retrieval )—0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )—0
Better and Faster: Exponential Loss for Image Patch Matching—0
An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering—0
A disambiguation resource extracted from Wikipedia for semantic annotation—0
A Clarifying Question Selection System from NTES_ALONG in Convai3 Challenge—0
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts—0
DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image—0
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts—0
Deformable Voxel Grids for Shape Comparisons—0
DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation—0
An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering—0
Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination—0
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection—0
Deep Watershed Detector for Music Object Recognition—0
A Diffuse Light Field Imaging Model for Forward-Scattering Photon-Coded Signal Retrieval—0
Deep Visual-Semantic Quantization for Efficient Image Retrieval—0
SetBERT: Enhancing Retrieval Performance for Boolean Logic and Set Operation Queries—0
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model—0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—0
Deep Unsupervised Hashing with Latent Semantic Components—0
Deep Unsupervised Contrastive Hashing for Large-Scale Cross-Modal Text-Image Retrieval in Remote Sensing—0
Deep-Unrolling Multidimensional Harmonic Retrieval Algorithms on Neuromorphic Hardware—0
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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