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 17011750 of 14297 papers

TitleStatusHype
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and RetrievalCode1
Query-based Hard-Image Retrieval for Object Detection at Test TimeCode1
Variational Open-Domain Question AnsweringCode1
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Towards 3D VR-Sketch to 3D Shape RetrievalCode1
Fine-Grained VR Sketching: Dataset and InsightsCode1
Exploring Visual Interpretability for Contrastive Language-Image Pre-trainingCode1
Learning to Evaluate Performance of Multi-modal Semantic LocalizationCode1
SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage RetrievalCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation RecommendationCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
FETA: Towards Specializing Foundation Models for Expert Task ApplicationsCode1
UPAR: Unified Pedestrian Attribute Recognition and Person RetrievalCode1
Selective Annotation Makes Language Models Better Few-Shot LearnersCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual ModelingCode1
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NERCode1
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement SystemCode1
Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal RetrievalCode1
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud ComputingCode1
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic designCode1
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical AlignmentCode1
LED: Lexicon-Enlightened Dense Retriever for Large-Scale RetrievalCode1
Partially Relevant Video RetrievalCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Contrastive Audio-Language Learning for MusicCode1
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language ModelCode1
Retrieval-based Controllable Molecule GenerationCode1
VILT: Video Instructions Linking for Complex TasksCode1
See Finer, See More: Implicit Modality Alignment for Text-based Person RetrievalCode1
Adaptive Re-Ranking with a Corpus GraphCode1
Visual Cross-View Metric Localization with Dense Uncertainty EstimatesCode1
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language TasksCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
HyP^2 Loss: Beyond Hypersphere Metric Space for Multi-label Image RetrievalCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce SearchCode1
Disentangled Modeling of Domain and Relevance for Adaptable Dense RetrievalCode1
Learning Diverse Document Representations with Deep Query Interactions for Dense RetrievalCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-IdentificationCode1
A Feature-space Multimodal Data Augmentation Technique for Text-video RetrievalCode1
Large-Scale Product Retrieval with Weakly Supervised Representation LearningCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
Towards Privacy-Preserving, Real-Time and Lossless Feature MatchingCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Show:102550
← PrevPage 35 of 286Next →

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