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 14011450 of 14297 papers

TitleStatusHype
Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image RetrievalCode1
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document EmbeddingsCode1
Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain ConversationsCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
1st Place Solution to Google Landmark Retrieval 2020Code1
Holistic Features are almost Sufficient for Text-to-Video RetrievalCode1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
Contrastive Supervised Distillation for Continual Representation LearningCode1
ConvGQR: Generative Query Reformulation for Conversational SearchCode1
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional UnderstandingCode1
How to Configure Good In-Context Sequence for Visual Question AnsweringCode1
HPI-DHC at TREC 2018 Precision Medicine TrackCode1
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual FeaturesCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
FILIP: Fine-grained Interactive Language-Image Pre-TrainingCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Few-Shot Recognition via Stage-Wise Retrieval-Augmented FinetuningCode1
Contrastive Learning of Medical Visual Representations from Paired Images and TextCode1
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question AnsweringCode1
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueCode1
Contrastive Learning with Stronger AugmentationsCode1
Data Curation Alone Can Stabilize In-context LearningCode1
Asymmetric Hash Code Learning for Remote Sensing Image RetrievalCode1
Conversational Document Prediction to Assist Customer Care AgentsCode1
Asymmetric metric learning for knowledge transferCode1
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge ManagementCode1
HyP^2 Loss: Beyond Hypersphere Metric Space for Multi-label Image RetrievalCode1
Controlling the Risk of Conversational Search via Reinforcement LearningCode1
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with TyposCode1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during TrainingCode1
Conversational Fashion Image Retrieval via Multiturn Natural Language FeedbackCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
Conversational Word Embedding for Retrieval-Based Dialog SystemCode1
HyQE: Ranking Contexts with Hypothetical Query EmbeddingsCode1
ABO: Dataset and Benchmarks for Real-World 3D Object UnderstandingCode1
CARE: a Benchmark Suite for the Classification and Retrieval of EnzymesCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data PoisoningCode1
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based ChatbotsCode1
Image Generation Diversity Issues and How to Tame ThemCode1
Image Quality Assessment: Unifying Structure and Texture SimilarityCode1
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge GraphsCode1
Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning NetworkCode1
Image Translation via Fine-grained Knowledge TransferCode1
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
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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