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

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Showing 5351–5400 of 14297 papers

TitleStatusHype
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
THiFLY Research at SemEval-2023 Task 7: A Multi-granularity System for CTR-based Textual Entailment and Evidence RetrievalCode0
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval—0
Towards In-context Scene UnderstandingCode1
Revisiting the Role of Language Priors in Vision-Language ModelsCode1
DWT-CompCNN: Deep Image Classification Network for High Throughput JPEG 2000 Compressed Documents—0
Reimagining Retrieval Augmented Language Models for Answering Queries—0
TimelineQA: A Benchmark for Question Answering over TimelinesCode1
Graph-Level Embedding for Time-Evolving Graphs—0
UniDiff: Advancing Vision-Language Models with Generative and Discriminative Learning—0
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model—0
Class Anchor Margin Loss for Content-Based Image Retrieval—0
End-to-end Knowledge Retrieval with Multi-modal QueriesCode1
Chatting Makes Perfect: Chat-based Image RetrievalCode1
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy LabelsCode1
UKP-SQuARE: An Interactive Tool for Teaching Question AnsweringCode1
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured DataCode1
Self-supervised Vision Transformers for 3D Pose Estimation of Novel ObjectsCode0
Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain—0
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language—0
fpgaHART: A toolflow for throughput-oriented acceleration of 3D CNNs for HAR onto FPGAs—0
Learning by Aligning 2D Skeleton Sequences and Multi-Modality Fusion—0
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model PromptingCode0
AdANNS: A Framework for Adaptive Semantic SearchCode1
A template-independent approach for information extraction in real estate documentsCode0
The Information Retrieval Experiment PlatformCode1
Graph Reasoning for Question Answering with Triplet Retrieval—0
Cross Encoding as Augmentation: Towards Effective Educational Text Classification—0
Event-Centric Query Expansion in Web Search—0
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation—0
Improving Deep Representation Learning via Auxiliary Learnable Target CodingCode0
A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation—0
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion PriorsCode2
Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender—0
Adapting Learned Sparse Retrieval for Long DocumentsCode0
Test-Time Training on Nearest Neighbors for Large Language ModelsCode1
FMM-X3D: FPGA-based modeling and mapping of X3D for Human Action Recognition—0
Towards Efficient Deep Hashing Retrieval: Condensing Your Data via Feature-Embedding Matching—0
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking—0
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain FeedbackCode1
TReR: A Lightweight Transformer Re-Ranking Approach for 3D LiDAR Place Recognition—0
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language ModelsCode1
Lexical Retrieval Hypothesis in Multimodal Context—0
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive TasksCode1
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs—0
FuseCap: Leveraging Large Language Models for Enriched Fused Image CaptionsCode1
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval—0
Pentagon-Match (PMatch): Identification of View-Invariant Planar Feature for Local Feature Matching-Based Homography Estimation—0
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-InCode1
Exploring the Practicality of Generative Retrieval on Dynamic Corpora—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified