| Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI | Mar 16, 2020 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| DNN+NeuroSim V2.0: An End-to-End Benchmarking Framework for Compute-in-Memory Accelerators for On-chip Training | Mar 13, 2020 | BenchmarkingQuantization | CodeCode Available | 1 |
| AirSim Drone Racing Lab | Mar 12, 2020 | BenchmarkingOptical Flow Estimation | CodeCode Available | 1 |
| A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs | Mar 10, 2020 | BenchmarkingEntity Alignment | CodeCode Available | 1 |
| Benchmarking TinyML Systems: Challenges and Direction | Mar 10, 2020 | BenchmarkingPosition | CodeCode Available | 1 |
| Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets | Mar 6, 2020 | BenchmarkingImage Reconstruction | CodeCode Available | 1 |
| Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications | Mar 3, 2020 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Image Matching across Wide Baselines: From Paper to Practice | Mar 3, 2020 | Benchmarking | CodeCode Available | 1 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 |
| Single-cell entropy to quantify the cellular transcription from single-cell RNA-seq data | Feb 15, 2020 | BenchmarkingClassification | CodeCode Available | 1 |
| NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search | Jan 28, 2020 | BenchmarkingNeural Architecture Search | CodeCode Available | 1 |
| CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking | Jan 22, 2020 | Benchmarkingobject-detection | CodeCode Available | 1 |
| An Exploration of Embodied Visual Exploration | Jan 7, 2020 | Benchmarking | CodeCode Available | 1 |
| Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation | Dec 26, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| Automatic Detection of Generated Text is Easiest when Humans are Fooled | Nov 2, 2019 | BenchmarkingLanguage Modelling | CodeCode Available | 1 |
| Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison | Oct 24, 2019 | Action ClassificationBenchmarking | CodeCode Available | 1 |
| Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch | Oct 22, 2019 | BenchmarkingPerson Re-Identification | CodeCode Available | 1 |
| Benchmarking Batch Deep Reinforcement Learning Algorithms | Oct 3, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| miniSAM: A Flexible Factor Graph Non-linear Least Squares Optimization Framework | Sep 3, 2019 | BenchmarkingMotion Planning | CodeCode Available | 1 |
| Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks | Aug 18, 2019 | BenchmarkingImage Classification | CodeCode Available | 1 |
| SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition | Aug 7, 2019 | BenchmarkingRelation | CodeCode Available | 1 |
| PyRobot: An Open-source Robotics Framework for Research and Benchmarking | Jun 19, 2019 | BenchmarkingRobotic Grasping | CodeCode Available | 1 |
| MMDetection: Open MMLab Detection Toolbox and Benchmark | Jun 17, 2019 | BenchmarkingInstance Segmentation | CodeCode Available | 1 |
