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 5701–5725 of 14297 papers

TitleStatusHype
A Review of Deep Learning for Video Captioning—0
Rethinking Benchmarks for Cross-modal Image-text RetrievalCode1
RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching ModelsCode0
Contrastive Language, Action, and State Pre-training for Robot Learning—0
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
Decouple Non-parametric Knowledge Distillation For End-to-end Speech Translation—0
Image retrieval outperforms diffusion models on data augmentation—0
Is Cross-modal Information Retrieval Possible without Training?—0
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval—0
ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data—0
Image-text Retrieval via Preserving Main Semantics of VisionCode1
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive ReviewCode2
Towards a Benchmark for Scientific Understanding in Humans and Machines—0
Scaling Transformer to 1M tokens and beyond with RMTCode2
BRENT: Bidirectional Retrieval Enhanced Norwegian TransformerCode0
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsCode2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationCode2
Report from Dagstuhl Seminar 23031: Frontiers of Information Access Experimentation for Research and Education—0
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval—0
Hyperbolic Image-Text RepresentationsCode1
Phase-Retrieval with Incomplete Autocorrelations Using Deep Convolutional AutoencodersCode0
Leveraging Deep Learning Techniques on Collaborative Filtering Recommender Systems—0
Generalized Weak Supervision for Neural Information Retrieval—0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language ModelsCode0
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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