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 4576–4600 of 14297 papers

TitleStatusHype
A Quick, trustworthy spectral knowledge Q&A system leveraging retrieval-augmented generation on LLMCode0
Challenges in Generalization in Open Domain Question AnsweringCode0
End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking LossCode0
Hierarchical localization with panoramic views and triplet loss functionsCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
Hierarchical Indexing for Retrieval-Augmented Opinion SummarizationCode0
CBIR using features derived by Deep LearningCode0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
HeroNet: A Hybrid Retrieval-Generation Network for Conversational BotsCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
Impression-CLIP: Contrastive Shape-Impression Embedding for FontsCode0
Heterogenous Memory Augmented Neural NetworksCode0
Improved Learned Sparse Retrieval with Corpus-Specific VocabulariesCode0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place RecognitionCode0
CAWA: An Attention-Network for Credit AttributionCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Hashing with Mutual InformationCode0
Hashing with Binary Matrix PursuitCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
HashNet: Deep Learning to Hash by ContinuationCode0
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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