| PT-Ranking: A Benchmarking Platform for Neural Learning-to-Rank | Aug 31, 2020 | BenchmarkingLearning-To-Rank | CodeCode Available | 1 |
| NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size | Aug 28, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Image Colorization: A Survey and Dataset | Aug 25, 2020 | BenchmarkingColorization | CodeCode Available | 1 |
| ScrewNet: Category-Independent Articulation Model Estimation From Depth Images Using Screw Theory | Aug 24, 2020 | Benchmarking | CodeCode Available | 1 |
| Quantitative Survey of the State of the Art in Sign Language Recognition | Aug 22, 2020 | BenchmarkingSign Language Recognition | CodeCode Available | 1 |
| Automatic sleep stage classification with deep residual networks in a mixed-cohort setting | Aug 21, 2020 | Automatic Sleep Stage ClassificationBenchmarking | CodeCode Available | 1 |
| ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data | Aug 20, 2020 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| AIPerf: Automated machine learning as an AI-HPC benchmark | Aug 17, 2020 | AutoMLBenchmarking | CodeCode Available | 1 |
| dMelodies: A Music Dataset for Disentanglement Learning | Jul 29, 2020 | BenchmarkingDisentanglement | CodeCode Available | 1 |
| WordCraft: An Environment for Benchmarking Commonsense Agents | Jul 17, 2020 | BenchmarkingKnowledge Graphs | CodeCode Available | 1 |
| Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform | Jul 15, 2020 | ArticlesBenchmarking | CodeCode Available | 1 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 |
| CheXphoto: 10,000+ Photos and Transformations of Chest X-rays for Benchmarking Deep Learning Robustness | Jul 13, 2020 | Benchmarking | CodeCode Available | 1 |
| GAMA: a General Automated Machine learning Assistant | Jul 9, 2020 | AutoMLBenchmarking | CodeCode Available | 1 |
| Enhancing spatial and textual analysis with EUPEG: an extensible and unified platform for evaluating geoparsers | Jul 9, 2020 | Benchmarking | CodeCode Available | 1 |
| RobFR: Benchmarking Adversarial Robustness on Face Recognition | Jul 8, 2020 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks | Jul 8, 2020 | Bayesian InferenceBenchmarking | CodeCode Available | 1 |
| IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics | Jul 8, 2020 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Re-thinking Co-Salient Object Detection | Jul 7, 2020 | BenchmarkingCo-Salient Object Detection | CodeCode Available | 1 |
| Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks | Jul 6, 2020 | ArticlesBenchmarking | CodeCode Available | 1 |
| Quo Vadis, Skeleton Action Recognition ? | Jul 4, 2020 | Action RecognitionBenchmarking | CodeCode Available | 1 |
| Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers | Jul 3, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient | Jul 3, 2020 | BenchmarkingMuJoCo | CodeCode Available | 1 |
| EndoSLAM Dataset and An Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos: Endo-SfMLearner | Jun 30, 2020 | BenchmarkingDepth Estimation | CodeCode Available | 1 |
| Labelling unlabelled videos from scratch with multi-modal self-supervision | Jun 24, 2020 | BenchmarkingClustering | CodeCode Available | 1 |
| Monash University, UEA, UCR Time Series Extrinsic Regression Archive | Jun 19, 2020 | BenchmarkingMissing Values | CodeCode Available | 1 |
| Mitigating Gender Bias in Captioning Systems | Jun 15, 2020 | BenchmarkingGender Prediction | CodeCode Available | 1 |
| Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks | Jun 14, 2020 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Benchmarking Unsupervised Object Representations for Video Sequences | Jun 12, 2020 | BenchmarkingClustering | CodeCode Available | 1 |
| Supervised learning is an accurate method for network-based gene classification | Jun 1, 2020 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Benchmarking Adversarial Robustness on Image Classification | Jun 1, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Taking a Deeper Look at Co-Salient Object Detection | Jun 1, 2020 | BenchmarkingCo-Salient Object Detection | CodeCode Available | 1 |
| UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content | May 29, 2020 | Benchmarkingfeature selection | CodeCode Available | 1 |
| Reference Pose Generation for Long-term Visual Localization via Learned Features and View Synthesis | May 11, 2020 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Curious Hierarchical Actor-Critic Reinforcement Learning | May 7, 2020 | BenchmarkingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| A Ladder of Causal Distances | May 5, 2020 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results | May 5, 2020 | BenchmarkingImage Super-Resolution | CodeCode Available | 1 |
| Introducing the VoicePrivacy Initiative | May 4, 2020 | Benchmarking | CodeCode Available | 1 |
| Benchmarking Multidomain English-Indonesian Machine Translation | May 1, 2020 | BenchmarkingMachine Translation | CodeCode Available | 1 |
| Benchmarking Robustness of Machine Reading Comprehension Models | Apr 29, 2020 | BenchmarkingMachine Reading Comprehension | CodeCode Available | 1 |
| Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks | Apr 28, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| MAVEN: A Massive General Domain Event Detection Dataset | Apr 28, 2020 | BenchmarkingEvent Detection | CodeCode Available | 1 |
| Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL | Apr 28, 2020 | AllBenchmarking | CodeCode Available | 1 |
| A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging | Apr 26, 2020 | BenchmarkingLeft Atrium Segmentation | CodeCode Available | 1 |
| Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods | Apr 25, 2020 | BenchmarkingHead Detection | CodeCode Available | 1 |
| New Protocols and Negative Results for Textual Entailment Data Collection | Apr 24, 2020 | BenchmarkingDiversity | CodeCode Available | 1 |
| Shortcut Learning in Deep Neural Networks | Apr 16, 2020 | Benchmarking | CodeCode Available | 1 |
| Evaluating Multimodal Representations on Visual Semantic Textual Similarity | Apr 4, 2020 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| Benchmarking End-to-End Behavioural Cloning on Video Games | Apr 2, 2020 | Behavioural cloningBenchmarking | CodeCode Available | 1 |
| Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras | Mar 18, 2020 | BenchmarkingDenoising | CodeCode Available | 1 |
