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 93269350 of 14297 papers

TitleStatusHype
CFO: A Framework for Building Production NLP Systems0
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning0
CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images0
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs0
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing0
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models0
Chain-of-Retrieval Augmented Generation0
Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation0
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems0
Chain of Thought Prompt Tuning in Vision Language Models0
Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System0
Challenges in Generalization in Open Domain Question Answering0
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval0
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval0
Challenging deep image descriptors for retrieval in heterogeneous iconographic collections0
Challenging Instances are Worth Learning: Generating Valuable Negative Samples for Response Selection Training0
Change Detection under Global Viewpoint Uncertainty0
Changes in Power and Information Flow in Resting-state EEG by Working Memory Process0
Channel Recurrent Attention Networks for Video Pedestrian Retrieval0
Character Alignment in Morphologically Complex Translation Sets for Related Languages0
Character-focused Video Thumbnail Retrieval0
Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?0
Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval0
Characteristics of Dataset Retrieval Sessions: Experiences from a Real-life Digital Library0
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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