| ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis | Mar 9, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| OpenICS: Open Image Compressive Sensing Toolbox and Benchmark | Feb 28, 2021 | BenchmarkingCompressive Sensing | CodeCode Available | 1 |
| Benchmarking and Survey of Explanation Methods for Black Box Models | Feb 25, 2021 | BenchmarkingSurvey | CodeCode Available | 1 |
| 4D Panoptic LiDAR Segmentation | Feb 24, 2021 | 4D Panoptic SegmentationBenchmarking | CodeCode Available | 1 |
| Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking | Feb 19, 2021 | BenchmarkingOpenAI Gym | CodeCode Available | 1 |
| NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation | Feb 18, 2021 | BenchmarkingInterpretable Machine Learning | CodeCode Available | 1 |
| GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent Software | Feb 16, 2021 | Benchmarking | CodeCode Available | 1 |
| HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis | Feb 13, 2021 | BenchmarkingClustering | CodeCode Available | 1 |
| Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks | Feb 12, 2021 | Benchmarking | CodeCode Available | 1 |
| Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | Feb 9, 2021 | BenchmarkingQ-Learning | CodeCode Available | 1 |
| Benchmarking Quantized Neural Networks on FPGAs with FINN | Feb 2, 2021 | BenchmarkingQuantization | CodeCode Available | 1 |
| Generating a Doppelganger Graph: Resembling but Distinct | Jan 23, 2021 | BenchmarkingGraph Representation Learning | CodeCode Available | 1 |
| COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning | Jan 15, 2021 | BenchmarkingMisinformation | CodeCode Available | 1 |
| Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans | Jan 14, 2021 | BenchmarkingMedical Diagnosis | CodeCode Available | 1 |
| Benchmarking Simulation-Based Inference | Jan 12, 2021 | Benchmarking | CodeCode Available | 1 |
| Shallow-UWnet : Compressed Model for Underwater Image Enhancement | Jan 6, 2021 | BenchmarkingImage Enhancement | CodeCode Available | 1 |
| Descending through a Crowded Valley — Benchmarking Deep Learning Optimizers | Jan 1, 2021 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Rotation Equivariant Siamese Networks for Tracking | Dec 24, 2020 | 2D Pose EstimationBenchmarking | CodeCode Available | 1 |
| TACTO: A Fast, Flexible, and Open-source Simulator for High-Resolution Vision-based Tactile Sensors | Dec 15, 2020 | Benchmarking | CodeCode Available | 1 |
| Evaluating Attribution for Graph Neural Networks | Dec 1, 2020 | Benchmarking | CodeCode Available | 1 |
| PMLB v1.0: An open source dataset collection for benchmarking machine learning methods | Nov 30, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Benchmarking Image Retrieval for Visual Localization | Nov 24, 2020 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 |
| Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning | Nov 15, 2020 | BenchmarkingColorectal Polyps Characterization | CodeCode Available | 1 |
| Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking | Nov 15, 2020 | Benchmarkingcontinuous-control | CodeCode Available | 1 |
