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 23512400 of 14297 papers

TitleStatusHype
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content RetrievalCode1
MAViL: Masked Audio-Video LearnersCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud RegistrationCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
Knowing More About Questions Can Help: Improving Calibration in Question AnsweringCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-TrainingCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot ApplicationsCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
Deep Hashing Network for Unsupervised Domain AdaptationCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Co-design Hardware and Algorithm for Vector SearchCode1
Code Recommendation for Open Source Software DevelopersCode1
Answering Questions on COVID-19 in Real-TimeCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code MatchingCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Deep metric learning using Triplet networkCode1
Codified audio language modeling learns useful representations for music information retrievalCode1
CODEC: Complex Document and Entity CollectionCode1
Memory Sharing for Large Language Model based AgentsCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
DeepPatent: Large scale patent drawing recognition and retrievalCode1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph CompletionCode1
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
MFAQ: a Multilingual FAQ DatasetCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)Code1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Deep Relational Metric LearningCode1
kNN-NER: Named Entity Recognition with Nearest Neighbor SearchCode1
CoCa: Contrastive Captioners are Image-Text Foundation ModelsCode1
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents IntegrationCode1
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-trainingCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Keyword-Attentive Deep Semantic MatchingCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge BasesCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
COBRA: Contrastive Bi-Modal Representation AlgorithmCode1
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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