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 1151–1175 of 14297 papers

TitleStatusHype
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
DGL: Dynamic Global-Local Prompt Tuning for Text-Video RetrievalCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
A large-scale study of the effects of word frequency and predictability in naturalistic readingCode1
Data-Free Sketch-Based Image RetrievalCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural NetworksCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
A Large Cross-Modal Video Retrieval Dataset with Reading ComprehensionCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Curriculum Learning for Dense Retrieval DistillationCode1
Active Learning from the WebCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
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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