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
Enhancing Vision-Language Pre-Training with Jointly Learned Questioner and Dense CaptionerCode1
Query Performance Prediction: From Ad-hoc to Conversational SearchCode1
The Web Can Be Your Oyster for Improving Large Language ModelsCode1
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense RetrievalCode1
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous GraphCode1
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language ModelsCode1
Large Language Models are Built-in Autoregressive Search EnginesCode1
A Reproducible Extraction of Training Images from Diffusion ModelsCode1
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model OutputsCode1
Synergistic Interplay between Search and Large Language Models for Information RetrievalCode1
THUIR@COLIEE 2023: Incorporating Structural Knowledge into Pre-trained Language Models for Legal Case RetrievalCode1
THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case EntailmentCode1
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision TransformersCode1
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesCode1
A Platform for the Biomedical Application of Large Language ModelsCode1
VCSUM: A Versatile Chinese Meeting Summarization DatasetCode1
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsCode1
Towards Writer Retrieval for Historical DatasetsCode1
Joint Moment Retrieval and Highlight Detection Via Natural Language QueriesCode1
ElasticHash: Semantic Image Similarity Search by Deep Hashing with ElasticsearchCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Unified Demonstration Retriever for In-Context LearningCode1
SRTK: A Toolkit for Semantic-relevant Subgraph RetrievalCode1
A Large Cross-Modal Video Retrieval Dataset with Reading ComprehensionCode1
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR DecompositionCode1
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsCode1
Uncovering ChatGPT's Capabilities in Recommender SystemsCode1
Understanding Differential Search Index for Text RetrievalCode1
Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryCode1
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human ExpertsCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Multimodal Neural DatabasesCode1
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance MusicCode1
Maximum Likelihood based Phase-Retrieval using Fresnel Propagation Forward Models with Optional ConstraintsCode1
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
An Empirical Study of Multimodal Model MergingCode1
Enhancing Large Language Model with Self-Controlled Memory FrameworkCode1
Self-Supervised Multi-Modal Sequential RecommendationCode1
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question AnsweringCode1
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal MappingCode1
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
Learnable Pillar-based Re-ranking for Image-Text RetrievalCode1
Rank Flow Embedding for Unsupervised and Semi-Supervised Manifold LearningCode1
Constructing Tree-based Index for Efficient and Effective Dense RetrievalCode1
UHRNet: A Deep Learning-Based Method for Accurate 3D Reconstruction from a Single Fringe-PatternCode1
SAILER: Structure-aware Pre-trained Language Model for Legal Case RetrievalCode1
Show:102550
← PrevPage 29 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