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 14011425 of 14297 papers

TitleStatusHype
ReFIT: Relevance Feedback from a Reranker during InferenceCode1
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous GraphCode1
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense RetrievalCode1
Query Performance Prediction: From Ad-hoc to Conversational SearchCode1
The Web Can Be Your Oyster for Improving Large Language ModelsCode1
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language ModelsCode1
Large Language Models are Built-in Autoregressive Search EnginesCode1
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model OutputsCode1
A Reproducible Extraction of Training Images from Diffusion ModelsCode1
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
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsCode1
Towards Writer Retrieval for Historical DatasetsCode1
VCSUM: A Versatile Chinese Meeting Summarization DatasetCode1
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
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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