| NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results | May 5, 2020 | BenchmarkingImage Super-Resolution | 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 |
| AQuA: A Benchmarking Tool for Label Quality Assessment | Jun 15, 2023 | BenchmarkingLabel Error Detection | CodeCode Available | 1 |
| Object Shape Error Response Using Bayesian 3-D Convolutional Neural Networks for Assembly Systems With Compliant Parts | Dec 8, 2021 | 3D Shape ModelingBenchmarking | CodeCode Available | 1 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms | Jul 8, 2021 | Benchmarking | CodeCode Available | 1 |
| APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond | Dec 25, 2023 | Animal Pose EstimationBenchmarking | CodeCode Available | 1 |
| CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models | Nov 27, 2024 | BenchmarkingEarth Observation | CodeCode Available | 1 |
| CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmark of Large Language Models in Mental Health Counseling | Jun 10, 2025 | Benchmarking | CodeCode Available | 1 |
| Contemporary Symbolic Regression Methods and their Relative Performance | Jul 29, 2021 | Benchmarkingparameter estimation | CodeCode Available | 1 |
