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 11011150 of 14297 papers

TitleStatusHype
Cascaded Multilingual Audio-Visual Learning from VideosCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Exploiting Novel GPT-4 APIsCode1
CCL: Continual Contrastive Learning for LiDAR Place RecognitionCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
Fast and Accurate Factual Inconsistency Detection Over Long DocumentsCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
ALIP: Adaptive Language-Image Pre-training with Synthetic CaptionCode1
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data AugmentationCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
A BFS-Tree of Ranking References for Unsupervised Manifold LearningCode1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language ModelCode1
CARE: a Benchmark Suite for the Classification and Retrieval of EnzymesCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question AnsweringCode1
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud ComputingCode1
Everything at Once - Multi-Modal Fusion Transformer for Video RetrievalCode1
AdANNS: A Framework for Adaptive Semantic SearchCode1
Evidence Selection as a Token-Level Prediction TaskCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
Data Curation Alone Can Stabilize In-context LearningCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
Can large language models reason about medical questions?Code1
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video RetrievalCode1
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
Align before Fuse: Vision and Language Representation Learning with Momentum DistillationCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Align and Prompt: Video-and-Language Pre-training with Entity PromptsCode1
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise RerankingCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
CAD-Deform: Deformable Fitting of CAD Models to 3D ScansCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
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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