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Benchmarking

Papers

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Showing 4451–4500 of 5548 papers

TitleStatusHype
Bi-Discriminator Class-Conditional Tabular GAN—0
Benchmarking deep generative models for diverse antibody sequence design—0
ADCB: An Alzheimer's disease benchmark for evaluating observational estimators of causal effects—0
MLHarness: A Scalable Benchmarking System for MLCommons—0
Practical, Fast and Robust Point Cloud Registration for 3D Scene Stitching and Object Localization—0
Characterizing the adversarial vulnerability of speech self-supervised learning—0
EvoLearner: Learning Description Logics with Evolutionary AlgorithmsCode0
A new baseline for retinal vessel segmentation: Numerical identification and correction of methodological inconsistencies affecting 100+ papersCode0
Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies—0
Virus-MNIST: Machine Learning Baseline Calculations for Image Classification—0
Procedural Generalization by Planning with Self-Supervised World Models—0
Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed DomainsCode0
Automatic Resolution of Domain Name DisputesCode0
Constructing a Psychometric Testbed for Fair Natural Language ProcessingCode0
Livestock Monitoring with Transformer—0
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image SegmentationCode0
Towards a Taxonomy of Graph Learning Datasets—0
Identifying and Benchmarking Natural Out-of-Context Prediction ProblemsCode0
Which Model to Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control TasksCode0
Quantum Boosting using Domain-Partitioning HypothesesCode0
Scientific Machine Learning Benchmarks—0
Benchmarking of Lightweight Deep Learning Architectures for Skin Cancer Classification using ISIC 2017 Dataset—0
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems—0
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair PredictionCode0
An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C)—0
GAN-based disentanglement learning for chest X-ray rib suppression—0
Benchmarking Biomedical Nested NER and Relation Extraction Models—0
MTG: A Benchmarking Suite for Multilingual Text Generation—0
OG-SPACE: Optimized Stochastic Simulation of Spatial Models of Cancer EvolutionCode0
Benchmarking human visual search computational models in natural scenes: models comparison and reference datasets—0
What can 5.17 billion regression fits tell us about artificial models of the human visual system?—0
The CaLiGraph Ontology as a Challenge for OWL ReasonersCode0
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health RecordsCode0
Beyond Accuracy: A Consolidated Tool for Visual Question Answering BenchmarkingCode0
Evolving Evolutionary Algorithms with PatternsCode0
Hybrid Random FeaturesCode0
Explicitly Multi-Modal Benchmarks for Multi-Objective Optimization—0
Process Extraction from Text: Benchmarking the State of the Art and Paving the Way for Future ChallengesCode0
Benchmarking Safety Monitors for Image Classifiers with Machine LearningCode0
A New Approach for Image Authentication Framework for Media Forensics Purpose—0
Less is more: Selecting the right benchmarking set of data for time series classification—0
Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach—0
NAS-Bench-Zero: A Large Scale Dataset for Understanding Zero-Shot Neural Architecture Search—0
Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data—0
Benchmarking Machine Learning Robustness in Covid-19 Spike Sequence Classification—0
FastEnsemble: Benchmarking and Accelerating Ensemble-based Uncertainty Estimation for Image-to-Image Translation—0
Best Practices in Pool-based Active Learning for Image Classification—0
Benchmarking person re-identification approaches and training datasets for practical real-world implementations—0
A Two-Stage Neural-Filter Pareto Front Extractor and the need for Benchmarking—0
Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified