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 10026–10050 of 14297 papers

TitleStatusHype
Deep Domain Specialisation for single-model multi-domain learning to rank—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Deep Face Fuzzy Vault: Implementation and Performance—0
Deep Face Image Retrieval: a Comparative Study with Dictionary Learning—0
Deep Factorised Inverse-Sketching—0
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations—0
Deep Features for CBIR with Scarce Data using Hebbian Learning—0
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping—0
Deep Frequency Filtering for Domain Generalization—0
Deep Fusion of Multi-attentive Local and Global Features with Higher Efficiency for Image Retrieval—0
Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion—0
Deep Gaussian Processes for geophysical parameter retrieval—0
Deep Graph Matching and Searching for Semantic Code Retrieval—0
DeepHash: Getting Regularization, Depth and Fine-Tuning Right—0
Deep Hashing for Secure Multimodal Biometrics—0
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images—0
DeepHashing using TripletLoss—0
Deep Hashing with Active Pairwise Supervision—0
Deep Hashing with Hash Center Update for Efficient Image Retrieval—0
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings—0
Deep Hashing With Minimal-Distance-Separated Hash Centers—0
Deep Hashing with Triplet Quantization Loss—0
Deep Heterogeneous Hashing for Face Video Retrieval—0
DEEP HIERARCHICAL MODEL FOR HIERARCHICAL SELECTIVE CLASSIFICATION AND ZERO SHOT LEARNING—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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