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 13011350 of 14297 papers

TitleStatusHype
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language ModelsCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place RecognitionCode1
Neural Architecture RetrievalCode1
Prompt Tuning on Graph-augmented Low-resource Text ClassificationCode1
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-TrainingCode1
U-CREAT: Unsupervised Case Retrieval using Events extrAcTionCode1
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-LearningCode1
mCLIP: Multilingual CLIP via Cross-lingual TransferCode1
Improving Retrieval-Augmented Large Language Models via Data Importance LearningCode1
MomentDiff: Generative Video Moment Retrieval from Random to RealCode1
SHARCS: Shared Concept Space for Explainable Multimodal LearningCode1
ProbVLM: Probabilistic Adapter for Frozen Vision-Language ModelsCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Multimodal Prompt Retrieval for Generative Visual Question AnsweringCode1
Histopathology Slide Indexing and Search: Are We There Yet?Code1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
Learning to Rank in Generative RetrievalCode1
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine LearningCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
Resources and Evaluations for Multi-Distribution Dense Information RetrievalCode1
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolutionCode1
Retrieval-Based Transformer for Table AugmentationCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Co-design Hardware and Algorithm for Vector SearchCode1
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity QuantificationCode1
Meta-Personalizing Vision-Language Models to Find Named Instances in VideoCode1
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional UnderstandingCode1
Domain-specific ChatBots for Science using EmbeddingsCode1
Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive TrainingCode1
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language RepresentationsCode1
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live StreamingCode1
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer ControlCode1
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response GenerationCode1
Global and Local Semantic Completion Learning for Vision-Language Pre-trainingCode1
Zero-shot Composed Text-Image RetrievalCode1
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage TrainingCode1
Waffling around for Performance: Visual Classification with Random Words and Broad ConceptsCode1
Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal RetrievalCode1
GuP: Fast Subgraph Matching by Guard-based PruningCode1
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New BenchmarkCode1
Revisiting Neural Retrieval on AcceleratorsCode1
RepoBench: Benchmarking Repository-Level Code Auto-Completion SystemsCode1
Background-aware Moment Detection for Video Moment RetrievalCode1
Learning to Relate to Previous Turns in Conversational SearchCode1
A Study of Situational Reasoning for Traffic UnderstandingCode1
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search BenchmarkCode1
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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