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
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
Domain-Smoothing Network for Zero-Shot Sketch-Based Image RetrievalCode1
Domain-specific ChatBots for Science using EmbeddingsCode1
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
Cross-Architecture Self-supervised Video Representation LearningCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage RetrievalCode1
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual ScreeningCode1
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed GraphsCode1
Dual adversarial graph neural networks for multi-label cross-modal retrievalCode1
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and ReportsCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
Cross-Batch Memory for Embedding LearningCode1
Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQLCode1
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
Dynamic Character Graph via Online Face Clustering for Movie AnalysisCode1
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationCode1
Dynamic Knowledge Routing Network For Target-Guided Open-Domain ConversationCode1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
C-RAG: Certified Generation Risks for Retrieval-Augmented Language ModelsCode1
CoVR-2: Automatic Data Construction for Composed Video RetrievalCode1
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal HashingCode1
ECLIPSE: Efficient Long-range Video Retrieval using Sight and SoundCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
EDIS: Entity-Driven Image Search over Multimodal Web ContentCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Efficient and Discriminative Image Feature Extraction for Universal Image RetrievalCode1
Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented GenerationCode1
Efficient Constant-Space Multi-Vector RetrievalCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
CoSMo: Content-Style Modulation for Image Retrieval With Text FeedbackCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Correlation Verification for Image RetrievalCode1
Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content RetrievalCode1
Efficient OCR for Building a Diverse Digital HistoryCode1
CoRT: Complementary Rankings from TransformersCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical AlignmentCode1
CCL: Continual Contrastive Learning for LiDAR Place RecognitionCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
A Prior Instruction Representation Framework for Remote Sensing Image-text RetrievalCode1
ElasticHash: Semantic Image Similarity Search by Deep Hashing with ElasticsearchCode1
ELITE: Embedding-Less retrieval with Iterative Text ExplorationCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
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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