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 1285112900 of 14297 papers

TitleStatusHype
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based InsightsCode0
COCO-CN for Cross-Lingual Image Tagging, Captioning and RetrievalCode0
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening PrioritisationCode0
Coarse-to-Fine Memory Matching for Joint Retrieval and ClassificationCode0
LAMV: Learning to Align and Match Videos With Kernelized Temporal LayersCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
Dense Retrieval as Indirect Supervision for Large-space Decision MakingCode0
Dense Passage Retrieval in Conversational SearchCode0
CoaCor: Code Annotation for Code Retrieval with Reinforcement LearningCode0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard ExamplesCode0
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint QueriesCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Language-Agnostic Visual-Semantic EmbeddingsCode0
Group Multi-View Transformer for 3D Shape Analysis with Spatial EncodingCode0
CNN Features off-the-shelf: an Astounding Baseline for RecognitionCode0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion RetrievalCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?Code0
A New Inexact Proximal Linear Algorithm with Adaptive Stopping Criteria for Robust Phase RetrievalCode0
Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics DomainsCode0
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric LearningCode0
Guided Similarity Separation for Image RetrievalCode0
Multimodal Convolutional Neural Networks for Matching Image and SentenceCode0
Language Fairness in Multilingual Information RetrievalCode0
A New Benchmark and Approach for Fine-grained Cross-media RetrievalCode0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact VerificationCode0
Guiding Retrieval using LLM-based Listwise RankersCode0
DenseCap: Fully Convolutional Localization Networks for Dense CaptioningCode0
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense RetrievalCode0
Denoising Table-Text Retrieval for Open-Domain Question AnsweringCode0
Denoise-I2W: Mapping Images to Denoising Words for Accurate Zero-Shot Composed Image RetrievalCode0
LogicRec: Recommendation with Users' Logical RequirementsCode0
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language ModelsCode0
Logic Rules as Explanations for Legal Case RetrievalCode0
HADA: A Graph-based Amalgamation Framework in Image-text RetrievalCode0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
Hadamard Wirtinger Flow for Sparse Phase RetrievalCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
De-jargonizing Science for Journalists with GPT-4: A Pilot StudyCode0
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image RetrievalCode0
LogoNet: a fine-grained network for instance-level logo sketch retrievalCode0
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented GenerationCode0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
Deep Visual-Semantic Alignments for Generating Image DescriptionsCode0
cMinMax: A Fast Algorithm to Find the Corners of an N-dimensional Convex PolytopeCode0
LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance FeedbackCode0
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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