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 41514200 of 14297 papers

TitleStatusHype
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive LearningCode0
Improving the Efficiency of Visually Augmented Language ModelsCode0
Communication breakdown: On the low mutual intelligibility between human and neural captioningCode0
Improving the matching of deformable objects by learning to detect keypointsCode0
Incremental Embedding Learning via Zero-Shot TranslationCode0
Committed Private Information RetrievalCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility StudyCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningCode0
Combining Static and Contextualised Multilingual EmbeddingsCode0
Improving Neural Ranking Models with Traditional IR MethodsCode0
Improving Multitask Retrieval by Promoting Task SpecializationCode0
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation FusionCode0
Improving Personality Consistency in Conversation by Persona ExtendingCode0
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
Combining Query Performance Predictors: A Reproducibility StudyCode0
Improving language models by retrieving from trillions of tokensCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity TransferCode0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
Improving Personalized Search with Regularized Low-Rank Parameter UpdatesCode0
Improving Screening Processes via Calibrated Subset SelectionCode0
Combining Fact Extraction and Verification with Neural Semantic Matching NetworksCode0
A Joint Sequence Fusion Model for Video Question Answering and RetrievalCode0
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String SimilaritiesCode0
Improving Deep Representation Learning via Auxiliary Learnable Target CodingCode0
Combating Ambiguity for Hash-code Learning in Medical Instance RetrievalCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
Improving Automatic Source Code Summarization via Deep Reinforcement LearningCode0
Improved Learned Sparse Retrieval with Corpus-Specific VocabulariesCode0
Improving Collaborative Metric Learning with Efficient Negative SamplingCode0
Improved Embeddings with Easy Positive Triplet MiningCode0
Impression-CLIP: Contrastive Shape-Impression Embedding for FontsCode0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
You Only Use Reactive Attention Slice For Long Context RetrievalCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
Improving Health Question Answering with Reliable and Time-Aware Evidence RetrievalCode0
Improving Segmentation for Technical Support ProblemsCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
Image-to-image translation for cross-domain disentanglementCode0
Collective Relevance Labeling for Passage RetrievalCode0
A bagging SVM to learn from positive and unlabeled examplesCode0
Image Super-resolution via Feature-augmented Random ForestCode0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature SummarizationCode0
Image Hashing by Minimizing Discrete Component-wise Wasserstein DistanceCode0
ActBERT: Learning Global-Local Video-Text RepresentationsCode0
Show:102550
← PrevPage 84 of 286Next →

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