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 1701–1725 of 14297 papers

TitleStatusHype
Benchmarking Robustness of Multimodal Image-Text Models under Distribution ShiftCode1
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial LearningCode1
GeoWINE: Geolocation based Wiki, Image,News and Event RetrievalCode1
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge BasesCode1
MLLMs-Augmented Visual-Language Representation LearningCode1
Are Local Features All You Need for Cross-Domain Visual Place Recognition?Code1
GERE: Generative Evidence Retrieval for Fact VerificationCode1
GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and RetrievalCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language RepresentationsCode1
BachGAN: High-Resolution Image Synthesis from Salient Object LayoutCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
ECLIPSE: Efficient Long-range Video Retrieval using Sight and SoundCode1
An Approach to Ensure Fairness in News ArticlesCode1
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and IndexingCode1
Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense EncodersCode1
Modeling Uncertain Feature Representation for Domain GeneralizationCode1
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language ModelsCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean LabelCode1
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based FeaturesCode1
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
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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