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 46014625 of 14297 papers

TitleStatusHype
Hierarchical localization with panoramic views and triplet loss functionsCode0
Improving Personality Consistency in Conversation by Persona ExtendingCode0
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual AssistanceCode0
Improving Segmentation for Technical Support ProblemsCode0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
HeroNet: A Hybrid Retrieval-Generation Network for Conversational BotsCode0
CAWA: An Attention-Network for Credit AttributionCode0
HeGeL: A Novel Dataset for Geo-Location from Hebrew TextCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual ContextCode0
CAVE: Correcting Attribute Values in E-commerce ProfilesCode0
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place RecognitionCode0
Improving Video Corpus Moment Retrieval with Partial Relevance EnhancementCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
EMS: Efficient and Effective Massively Multilingual Sentence Embedding LearningCode0
Hashing with Mutual InformationCode0
HashNet: Deep Learning to Hash by ContinuationCode0
Enhancing textual textbook question answering with large language models and retrieval augmented generationCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Characterizing Verbatim Short-Term Memory in Neural Language ModelsCode0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
Enhancing Tool Retrieval with Iterative Feedback from Large Language ModelsCode0
Hashing with binary autoencodersCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Hashing with Binary Matrix PursuitCode0
Show:102550
← PrevPage 185 of 572Next →

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