| Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks | Apr 5, 2022 | Benchmarking | CodeCode Available | 1 |
| A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery | Apr 5, 2022 | Benchmarkingobject-detection | —Unverified | 0 |
| A Comparison of Deep Learning MOS Predictors for Speech Synthesis Quality | Apr 5, 2022 | BenchmarkingSelf-Supervised Learning | —Unverified | 0 |
| Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers | Apr 4, 2022 | Benchmarking | CodeCode Available | 0 |
| Coarse-to-Fine Q-attention with Learned Path Ranking | Apr 4, 2022 | Benchmarking | CodeCode Available | 1 |
| pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events -- Part I: Overview and Results | Apr 3, 2022 | Benchmarking | CodeCode Available | 0 |
| Intelligence at the Extreme Edge: A Survey on Reformable TinyML | Apr 2, 2022 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Multi-Class Road User Detection With 3+1D Radar in the View-of-Delft Dataset | Apr 1, 2022 | 3D Object DetectionBenchmarking | CodeCode Available | 2 |
| Unitail: Detecting, Reading, and Matching in Retail Scene | Apr 1, 2022 | BenchmarkingDense Object Detection | —Unverified | 0 |
| Assessing the risk of re-identification arising from an attack on anonymised data | Mar 31, 2022 | Benchmarking | —Unverified | 0 |
| Is Word Error Rate a good evaluation metric for Speech Recognition in Indic Languages? | Mar 30, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo | Mar 30, 2022 | BenchmarkingPerson-centric Visual Grounding | CodeCode Available | 0 |
| Earnings-22: A Practical Benchmark for Accents in the Wild | Mar 29, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Parameter-efficient Model Adaptation for Vision Transformers | Mar 29, 2022 | BenchmarkingClassification | CodeCode Available | 1 |
| Treatment Learning Causal Transformer for Noisy Image Classification | Mar 29, 2022 | BenchmarkingClassification | —Unverified | 0 |
| A Unified Study of Machine Learning Explanation Evaluation Metrics | Mar 27, 2022 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices | Mar 27, 2022 | Benchmarkingimbalanced classification | —Unverified | 0 |
| Benchmarking Algorithms for Automatic License Plate Recognition | Mar 27, 2022 | BenchmarkingLicense Plate Recognition | —Unverified | 0 |
| Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension | Mar 26, 2022 | BenchmarkingQuestion Answering | CodeCode Available | 1 |
| Visual Abductive Reasoning | Mar 26, 2022 | BenchmarkingSentence | CodeCode Available | 1 |
| LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization | Mar 25, 2022 | BenchmarkingQuantization | —Unverified | 0 |
| Benchmarking Visual Localization for Autonomous Navigation | Mar 24, 2022 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models | Mar 24, 2022 | BenchmarkingSentence | CodeCode Available | 1 |
| An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms | Mar 23, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| Comprehensive Benchmark Datasets for Amharic Scene Text Detection and Recognition | Mar 23, 2022 | BenchmarkingScene Text Detection | —Unverified | 0 |
| A Perspective on Neural Capacity Estimation: Viability and Reliability | Mar 22, 2022 | BenchmarkingCapacity Estimation | —Unverified | 0 |
| Sionna: An Open-Source Library for Next-Generation Physical Layer Research | Mar 22, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices | Mar 21, 2022 | BenchmarkingGPU | —Unverified | 0 |
| Policy Gradients using Variational Quantum Circuits | Mar 20, 2022 | BenchmarkingQuantum Machine Learning | —Unverified | 0 |
| A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods | Mar 18, 2022 | Benchmarking | —Unverified | 0 |
| Grasp Pre-shape Selection by Synthetic Training: Eye-in-hand Shared Control on the Hannes Prosthesis | Mar 18, 2022 | BenchmarkingObject Recognition | CodeCode Available | 0 |
| SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection | Mar 17, 2022 | BenchmarkingObject Detection | CodeCode Available | 1 |
| On the Usefulness of the Fit-on-the-Test View on Evaluating Calibration of Classifiers | Mar 16, 2022 | Benchmarking | CodeCode Available | 0 |
| Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps | Mar 15, 2022 | BenchmarkingSentiment Analysis | —Unverified | 0 |
| ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data | Mar 15, 2022 | BenchmarkingDomain Adaptation | CodeCode Available | 2 |
| From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction | Mar 15, 2022 | 3D geometryBenchmarking | —Unverified | 0 |
| A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs | Mar 14, 2022 | BenchmarkingGraph Embedding | CodeCode Available | 3 |
| ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles | Mar 13, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| DFTR: Depth-supervised Fusion Transformer for Salient Object Detection | Mar 12, 2022 | BenchmarkingObject | —Unverified | 0 |
| ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI | Mar 11, 2022 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages | Mar 10, 2022 | ArticlesBenchmarking | —Unverified | 0 |
| A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach | Mar 10, 2022 | BenchmarkingSentence | —Unverified | 0 |
| Metastatic Cancer Outcome Prediction with Injective Multiple Instance Pooling | Mar 9, 2022 | BenchmarkingManagement | —Unverified | 0 |
| Mapping global dynamics of benchmark creation and saturation in artificial intelligence | Mar 9, 2022 | Benchmarking | —Unverified | 0 |
| Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets | Mar 9, 2022 | BenchmarkingGraph Regression | CodeCode Available | 4 |
| ClearPose: Large-scale Transparent Object Dataset and Benchmark | Mar 8, 2022 | BenchmarkingDepth Completion | CodeCode Available | 1 |
| Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap | Mar 8, 2022 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches | Mar 7, 2022 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Score-Based Generative Models for Molecule Generation | Mar 7, 2022 | Benchmarking | —Unverified | 0 |
| SurvSet: An open-source time-to-event dataset repository | Mar 7, 2022 | Benchmarking | CodeCode Available | 1 |