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 22012250 of 14297 papers

TitleStatusHype
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
Improving Evidence Retrieval for Automated Explainable Fact-CheckingCode1
Connecting Language and Vision for Natural Language-Based Vehicle RetrievalCode1
Analogous to Evolutionary Algorithm: Designing a Unified Sequence ModelCode1
Learning Relation Alignment for Calibrated Cross-modal RetrievalCode1
Adaptive Nearest Neighbor Machine TranslationCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person SearchCode1
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question AnsweringCode1
Retrieval Enhanced Model for Commonsense GenerationCode1
Neural Machine Translation with Monolingual Translation MemoryCode1
Fine-grained Post-training for Improving Retrieval-based Dialogue SystemsCode1
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-TrainingCode1
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical ParametersCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
An Empirical Study of Vehicle Re-Identification on the AI City ChallengeCode1
Dual adversarial graph neural networks for multi-label cross-modal retrievalCode1
Prototype-supervised Adversarial Network for Targeted Attack of Deep HashingCode1
RetGen: A Joint framework for Retrieval and Grounded Text Generation ModelingCode1
Video Corpus Moment Retrieval with Contrastive LearningCode1
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge ManagementCode1
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with AdaptersCode1
Semantic Table Retrieval using Keyword and Table QueriesCode1
Semantic Diversity Learning for Zero-Shot Multi-label ClassificationCode1
Conversational Entity Linking: Problem Definition and DatasetsCode1
Representation Learning via Global Temporal Alignment and Cycle-ConsistencyCode1
Few-Shot Conversational Dense RetrievalCode1
Lawformer: A Pre-trained Language Model for Chinese Legal Long DocumentsCode1
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding IndexCode1
Passage Retrieval for Outside-Knowledge Visual Question AnsweringCode1
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
Probabilistic Visual Place Recognition for Hierarchical LocalizationCode1
Audio Retrieval with Natural Language QueriesCode1
WTR: A Test Collection for Web Table RetrievalCode1
Retrieving Complex Tables with Multi-Granular Graph Representation LearningCode1
SmoothI: Smooth Rank Indicators for Differentiable IR MetricsCode1
GeoWINE: Geolocation based Wiki, Image,News and Event RetrievalCode1
Boosting Co-teaching with Compression Regularization for Label NoiseCode1
On the Unreasonable Effectiveness of Centroids in Image RetrievalCode1
TRECVID 2020: A comprehensive campaign for evaluating video retrieval tasks across multiple application domainsCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosCode1
The 5th AI City ChallengeCode1
Potential Idiomatic Expression (PIE)-English: Corpus for Classes of IdiomsCode1
MusCaps: Generating Captions for Music AudioCode1
Learning Passage Impacts for Inverted IndexesCode1
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and TextCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
Show:102550
← PrevPage 45 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