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 15011525 of 14297 papers

TitleStatusHype
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Attentive Mask CLIPCode1
A Memory Efficient Baseline for Open Domain Question AnsweringCode1
Curriculum Learning for Dense Retrieval DistillationCode1
Fine-grained Video-Text Retrieval with Hierarchical Graph ReasoningCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
RetGen: A Joint framework for Retrieval and Grounded Text Generation ModelingCode1
Fine-grained Textual Inversion Network for Zero-Shot Composed Image RetrievalCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
Fine-tuning CNN Image Retrieval with No Human AnnotationCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image RetrievalCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
Keyphrase Generation for Scientific Document RetrievalCode1
Adaptive Information Seeking for Open-Domain Question AnsweringCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Data-Free Sketch-Based Image RetrievalCode1
Audio-based Near-Duplicate Video Retrieval with Audio Similarity LearningCode1
AudioBERT: Audio Knowledge Augmented Language ModelCode1
Adaptive label-aware graph convolutional networks for cross-modal retrievalCode1
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual FeaturesCode1
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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