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 22012250 of 14297 papers

TitleStatusHype
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge TransferCode1
Progressive Correspondence Pruning by Consensus LearningCode1
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment RetrievalCode1
KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and DeformationCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play ApproachCode1
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant ImagesCode1
Constructing and Evaluating Declarative RAG Pipelines in PyTerrierCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
CLIP2Video: Mastering Video-Text Retrieval via Image CLIPCode1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
Context Attentive Document Ranking and Query SuggestionCode1
ConText-CIR: Learning from Concepts in Text for Composed Image RetrievalCode1
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and ReportsCode1
Context-aware Decoding Reduces Hallucination in Query-focused SummarizationCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
Context Awareness Gate For Retrieval Augmented GenerationCode1
YAGO 4.5: A Large and Clean Knowledge Base with a Rich TaxonomyCode1
Interfacing Foundation Models' EmbeddingsCode1
Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image RetrievalCode1
Large Dual Encoders Are Generalizable RetrieversCode1
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document EmbeddingsCode1
Large Language Models are Built-in Autoregressive Search EnginesCode1
INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval ModelsCode1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
Nonparametric Decoding for Generative RetrievalCode1
Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse DatasetCode1
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-AttentionCode1
Contrastive Language-Image Pre-training for the Italian LanguageCode1
Contrastive Masked Autoencoders for Self-Supervised Video HashingCode1
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language ModelsCode1
Contrastive Audio-Language Learning for MusicCode1
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringCode1
Contrastive Learning with Stronger AugmentationsCode1
CCL: Continual Contrastive Learning for LiDAR Place RecognitionCode1
Contrastive Learning of Medical Visual Representations from Paired Images and TextCode1
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment AnalysisCode1
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalCode1
Contrastive Supervised Distillation for Continual Representation LearningCode1
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video RetrievalCode1
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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