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 43014350 of 14297 papers

TitleStatusHype
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language ModelsCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented GenerationCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Image-to-image translation for cross-domain disentanglementCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
CloudWalker: Random walks for 3D point cloud shape analysisCode0
Images & Recipes: Retrieval in the cooking contextCode0
Image Super-resolution via Feature-augmented Random ForestCode0
Image Hashing by Minimizing Discrete Component-wise Wasserstein DistanceCode0
AR-RAG: Autoregressive Retrieval Augmentation for Image GenerationCode0
Image classification and retrieval with random depthwise signed convolutional neural networksCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and RetrievalCode0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language TasksCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge DescriptionCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain StructuresCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval ModelsCode0
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance LabelingCode0
IDEAL: Independent Domain Embedding Augmentation LearningCode0
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten FragmentsCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten DocumentsCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
CLIP-Branches: Interactive Fine-Tuning for Text-Image RetrievalCode0
CLIP-based Synergistic Knowledge Transfer for Text-based Person RetrievalCode0
Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer VisionCode0
A Graph Theoretic Approach for Object Shape Representation in Compositional Hierarchies Using a Hybrid Generative-Descriptive ModelCode0
A Convolutional Approach to Melody Line Identification in Symbolic ScoresCode0
A Richly Annotated Corpus for Different Tasks in Automated Fact-CheckingCode0
Long-context Language Models Cannot Retrieve Without Sufficient StepsCode0
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place RecognitionCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-HighlightingCode0
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?Code0
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate ChangeCode0
Climate Finance BenchCode0
Hyperbolic Representation Learning for Fast and Efficient Neural Question AnsweringCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
Image Captioning with Deep Bidirectional LSTMsCode0
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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