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

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Showing 5201–5250 of 14297 papers

TitleStatusHype
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research—0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Mean Field Theory in Deep Metric Learning—0
UniUD Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2023—0
Learning to Rank in Generative RetrievalCode1
Extending Context Window of Large Language Models via Positional InterpolationCode6
Phase retrieval via non-rigid image registrationCode0
Hierarchical Matching and Reasoning for Multi-Query Image RetrievalCode0
PTVD: A Large-Scale Plot-Oriented Multimodal Dataset Based on Television DramasCode0
Near Optimal Heteroscedastic Regression with Symbiotic Learning—0
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input—0
Enhancing Dynamic Image Advertising with Vision-Language Pre-training—0
Thinking Like an Annotator: Generation of Dataset Labeling Instructions—0
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine LearningCode1
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models—0
Retrieving Supporting Evidence for LLMs Generated Answers—0
Retrieval of Boost Invariant Symbolic Observables via Feature Importance—0
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrievalCode0
Catching Image Retrieval Generalization—0
Uniform Convergence with Square-Root Lipschitz Loss—0
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective—0
Deep Metric Learning with Soft Orthogonal Proxies—0
Learning Unseen Modality InteractionCode0
Feature Mixing for Writer Retrieval and Identification on Papyri FragmentsCode0
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible AdapterCode0
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity LinkingCode0
Resources and Evaluations for Multi-Distribution Dense Information RetrievalCode1
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolutionCode1
Comparative analysis of various web crawler algorithms—0
Sampling Individually-Fair Rankings that are Always Group Fair—0
Knowledge-based Multimodal Music Similarity—0
QuOTeS: Query-Oriented Technical SummarizationCode0
Retrieval-Based Transformer for Table AugmentationCode1
Representation Sparsification with Hybrid Thresholding for Fast SPLADE-based Document RetrievalCode0
Generative Retrieval as Dense Retrieval—0
Annotation Cost Efficient Active Learning for Content Based Image Retrieval—0
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote SensingCode2
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
Align, Adapt and Inject: Sound-guided Unified Image Generation—0
Co-design Hardware and Algorithm for Vector SearchCode1
Multilingual Few-Shot Learning via Language Model Retrieval—0
RemoteCLIP: A Vision Language Foundation Model for Remote SensingCode2
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language LearningCode0
Renderers are Good Zero-Shot Representation Learners: Exploring Diffusion Latents for Metric LearningCode0
Enhancing Documents with Multidimensional Relevance Statements in Cross-encoder Re-ranking—0
UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning—0
Universal Information Extraction with Meta-Pretrained Self-Retrieval—0
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity QuantificationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified