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 20012050 of 14297 papers

TitleStatusHype
Boosting vision transformers for image retrievalCode1
Geometrically Mappable Image FeaturesCode1
GeoWINE: Geolocation based Wiki, Image,News and Event RetrievalCode1
GFTE: Graph-based Financial Table ExtractionCode1
GERE: Generative Evidence Retrieval for Fact VerificationCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
CODEC: Complex Document and Entity CollectionCode1
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented GenerationCode1
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and NegativesCode1
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text RetrievalCode1
Relevance Filtering for Embedding-based RetrievalCode1
Image-based table recognition: data, model, and evaluationCode1
Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and RetrievalCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
GMMFormer v2: An Uncertainty-aware Framework for Partially Relevant Video RetrievalCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented ModelsCode1
ILIAS: Instance-Level Image retrieval At ScaleCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and RetrievalCode1
Image Generation Diversity Issues and How to Tame ThemCode1
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalCode1
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise VotingCode1
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot CaptioningCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesCode1
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent AttentionCode1
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and LanguagesCode1
Image Quality Assessment: Unifying Structure and Texture SimilarityCode1
Graph Neural Prompting with Large Language ModelsCode1
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
Graph RAG-Tool FusionCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
GraphSnapShot: Caching Local Structure for Fast Graph LearningCode1
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic FusionCode1
HyQE: Ranking Contexts with Hypothetical Query EmbeddingsCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
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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