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Benchmarking

Papers

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Showing 4801–4850 of 5548 papers

TitleStatusHype
Descending through a Crowded Valley - Benchmarking Deep Learning OptimizersCode1
Benchmarking for Metaheuristic Black-Box Optimization: Perspectives and Open Challenges—0
EndoSLAM Dataset and An Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearnerCode1
Reinforcement Learning Based Handwritten Digit Recognition with Two-State Q-Learning—0
Fast Training of Deep Networks with One-Class CNNs—0
Deep Learning for Virtual Screening: Five Reasons to Use ROC Cost Functions—0
Recurrent Quantum Neural NetworksCode0
Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation—0
Distribution-Based Invariant Deep Networks for Learning Meta-Features—0
Labelling unlabelled videos from scratch with multi-modal self-supervisionCode1
Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative—0
Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified FrameworkCode2
A deep convolutional neural network model for rapid prediction of fluvial flood inundation—0
Monash University, UEA, UCR Time Series Extrinsic Regression ArchiveCode1
Ranking and benchmarking framework for sampling algorithms on synthetic data streamsCode0
Mitigating Gender Bias in Captioning SystemsCode1
Domain Adaptation with Joint Learning for Generic, Optical Car Part Recognition and Detection Systems (Go-CaRD)—0
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative TasksCode1
The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOpsCode0
Benchmarking Unsupervised Object Representations for Video SequencesCode1
PRGFlow: Benchmarking SWAP-Aware Unified Deep Visual Inertial OdometryCode0
Morphing Attack Detection -- Database, Evaluation Platform and Benchmarking—0
Benchmarking a (μ+λ) Genetic Algorithm with Configurable Crossover Probability—0
Learning to Plan via Deep Optimistic Value Exploration—0
UCLID-Net: Single View Reconstruction in Object Space—0
Generating Artificial Outliers in the Absence of Genuine Ones -- a Survey—0
GFPNet: A Deep Network for Learning Shape Completion in Generic Fitted Primitives—0
Channel Attention based Iterative Residual Learning for Depth Map Super-Resolution—0
Supervised learning is an accurate method for network-based gene classificationCode1
Benchmarking Adversarial Robustness on Image ClassificationCode1
Taking a Deeper Look at Co-Salient Object DetectionCode1
Rethinking Empirical Evaluation of Adversarial Robustness Using First-Order Attack MethodsCode0
Hyperparameter optimization with REINFORCE and Transformers—0
Benchmarking BioRelEx for Entity Tagging and Relation Extraction—0
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated ContentCode1
Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving—0
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction—0
Unifying Few- and Zero-Shot Egocentric Action Recognition—0
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking—0
Benchmarking Differentially Private Residual Networks for Medical ImageryCode0
Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection—0
Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins?—0
Can Machines “Learn” Halide Perovskite Crystal Formation without Accurate Physicochemical Features?—0
Decisions and Performance Under Bounded Rationality: A Computational Benchmarking Approach—0
Policy Entropy for Out-of-Distribution Classification—0
Bayesian Neural Networks at Scale: A Performance Analysis and Pruning Study—0
Benchmarking and Performance Modelling of MapReduce Communication Pattern—0
One of these (Few) Things is Not Like the Others—0
SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning—0
Benchmarking End-to-end Learning of MIMO Physical-Layer Communication—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified