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 1330113350 of 14297 papers

TitleStatusHype
LSTM-Based Predictions for Proactive Information Retrieval0
Uncertainty in Neural Network Word Embedding: Exploration of Threshold for Similarity0
Strategies for Searching Video Content with Text Queries or Video Examples0
Zero-Shot Hashing via Transferring Supervised Knowledge0
Deep Image Set Hashing0
A Study of MatchPyramid Models on Ad-hoc RetrievalCode0
Ego-Surfing: Person Localization in First-Person Videos Using Ego-Motion Signatures0
Learning Term Weights for Ad-hoc Retrieval0
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models0
Rationalizing Neural PredictionsCode0
Phase Retrieval via Incremental Truncated Wirtinger Flow0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based AnalyzerCode0
Large scale biomedical texts classification: a kNN and an ESA-based approaches0
Enhanced high dynamic range 3D shape measurement based on generalized phase-shifting algorithm0
Provable Burer-Monteiro factorization for a class of norm-constrained matrix problems0
An Attentional Neural Conversation Model with Improved Specificity0
Automatic Separation of Compound Figures in Scientific Articles0
Learning compact binary descriptors with unsupervised deep neural networksCode0
Efficient Indexing of Billion-Scale Datasets of Deep Descriptors0
Improved Hamming Distance Search Using Variable Length Substrings0
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles0
Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks0
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations0
Deep Supervised Hashing for Fast Image RetrievalCode0
Incremental Object Discovery in Time-Varying Image Collections0
Efficient Large-Scale Similarity Search Using Matrix Factorization0
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights0
Aggregating Image and Text Quantized Correlated Components0
Large-Scale Location Recognition and the Geometric Burstiness ProblemCode0
Interactive Segmentation on RGBD Images via Cue Selection0
Sketch Me That Shoe0
Pairwise Linear Regression Classification for Image Set Retrieval0
Unsupervised Learning of Discriminative Attributes and Visual Representations0
Thin-Slicing for Pose: Learning to Understand Pose Without Explicit Pose Estimation0
Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL)0
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research0
Linguistically Aware Information Retrieval: Providing Input Enrichment for Second Language Learners0
ECNU at SemEval-2016 Task 3: Exploring Traditional Method and Deep Learning Method for Question Retrieval and Answer Ranking in Community Question Answering0
Automatic tagging and retrieval of E-Commerce products based on visual features0
Modeling Photographic Composition via Triangles0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval0
ParMAC: distributed optimisation of nested functions, with application to learning binary autoencoders0
Deep API Learning0
Cognitive Dynamic Systems: A Technical Review of Cognitive Radar0
Engineering Deep Representations for Modeling Aesthetic Perception0
Query Expansion with Locally-Trained Word Embeddings0
SS4MCT: A Statistical Stemmer for Morphologically Complex Texts0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation0
Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of EquationsCode0
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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