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 2326–2350 of 14297 papers

TitleStatusHype
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain FeedbackCode1
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
CNN Based Autoencoder Application in Breast Cancer Image RetrievalCode1
Joint Learning of 3D Shape Retrieval and DeformationCode1
COBRA: Contrastive Bi-Modal Representation AlgorithmCode1
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active LearningCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense RetrievalCode1
Agent-OM: Leveraging LLM Agents for Ontology MatchingCode1
Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content RetrievalCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
Chatting Makes Perfect: Chat-based Image RetrievalCode1
Data-Free Sketch-Based Image RetrievalCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
LogoDet-3K: A Large-Scale Image Dataset for Logo DetectionCode1
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding IndexCode1
KAE: Kolmogorov-Arnold Auto-Encoder for Representation LearningCode1
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question AnsweringCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
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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