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 1355113600 of 14297 papers

TitleStatusHype
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract ScenesCode0
Semantic Diversity versus Visual Diversity in Visual Dictionaries0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views0
Multimodal sparse representation learning and applications0
Order-Embeddings of Images and LanguageCode1
Learning Deep Structure-Preserving Image-Text Embeddings0
Fast Metric Learning For Deep Neural Networks0
Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval0
A Framework for Evaluating the Retrieval Effectiveness of Search Engines0
The retrieval effectiveness of search engines on navigational queries0
The Retrieval Effectiveness of Web Search Engines: Considering Results Descriptions0
The Influence of Commercial Intent of Search Results on Their Perceived Relevance0
Learning Discriminative Representations for Semantic Cross Media Retrieval0
Harvesting comparable corpora and mining them for equivalent bilingual sentences using statistical classification and analogy- based heuristics0
Particular object retrieval with integral max-pooling of CNN activationsCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
Learning to retrieve out-of-vocabulary words in speech recognition0
Sherlock: Scalable Fact Learning in Images0
Efficient AUC Optimization for Information Ranking Applications0
Zero-Shot Learning via Joint Latent Similarity Embedding0
Sequence to Sequence Learning for Optical Character Recognition0
Natural Language Object RetrievalCode0
Multimodal Skip-gram Using Convolutional Pseudowords0
Feature Learning based Deep Supervised Hashing with Pairwise LabelsCode0
Information retrieval in folktales using natural language processing0
Tiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing0
Experimental robustness of Fourier Ptychography phase retrieval algorithms0
Generating Images from Captions with AttentionCode0
Transforming Wikipedia into an Ontology-based Information Retrieval Search Engine for Local Experts using a Third-Party Taxonomy0
Semantic Summarization of Egocentric Photo Stream EventsCode0
Sketch-based Image Retrieval from Millions of Images under Rotation, Translation and Scale Variations0
Toward Long Distance, Sub-diffraction Imaging Using Coherent Camera Arrays0
Aggregating Deep Convolutional Features for Image RetrievalCode0
Image Parsing with a Wide Range of Classes and Scene-Level Context0
Generic decoding of seen and imagined objects using hierarchical visual features0
When Are Nonconvex Problems Not Scary?Code0
Transductive Optimization of Top k Precision0
Further Theoretical Study of Distribution Separation Method for Information Retrieval0
Diverse Yet Efficient Retrieval using Hash Functions0
Sketch-based Manga Retrieval using Manga109 Dataset0
Automatic Transcription of Flamenco Singing from Polyphonic Music Recordings0
Corpus COFLA: A research corpus for the Computational study of Flamenco Music0
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
TagBook: A Semantic Video Representation without Supervision for Event Detection0
On the Complexity of Inner Product Similarity Join0
Parameterized Neural Network Language Models for Information Retrieval0
Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach0
Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs0
Scalable Nonlinear Embeddings for Semantic Category-based Image Retrieval0
LocLinkVis: A Geographic Information Retrieval-Based System for Large-Scale Exploratory Search0
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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