| FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks | Nov 22, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| GRecX: An Efficient and Unified Benchmark for GNN-based Recommendation | Nov 19, 2021 | BenchmarkingManagement | CodeCode Available | 1 |
| Benchmarking and scaling of deep learning models for land cover image classification | Nov 18, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Which priors matter? Benchmarking models for learning latent dynamics | Nov 9, 2021 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning | Nov 8, 2021 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics | Nov 7, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials | Nov 6, 2021 | BenchmarkingNeural Network simulation | CodeCode Available | 1 |
| OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion | Nov 4, 2021 | 2kBenchmarking | CodeCode Available | 1 |
| B-Pref: Benchmarking Preference-Based Reinforcement Learning | Nov 4, 2021 | Benchmarkingreinforcement-learning | CodeCode Available | 1 |
| AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling | Nov 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 1 |
| OPF-Learn: An Open-Source Framework for Creating Representative AC Optimal Power Flow Datasets | Nov 1, 2021 | Benchmarking | CodeCode Available | 1 |
| Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System | Nov 1, 2021 | BenchmarkingResponse Generation | CodeCode Available | 1 |
| Benchmarking Meta-embeddings: What Works and What Does Not | Nov 1, 2021 | BenchmarkingEmbeddings Evaluation | CodeCode Available | 1 |
| FTNet: Feature Transverse Network for Thermal Image Semantic Segmentation | Oct 26, 2021 | BenchmarkingScene Segmentation | CodeCode Available | 1 |
| Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations | Oct 22, 2021 | BenchmarkingLearning with noisy labels | CodeCode Available | 1 |
| OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis | Oct 21, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Text-Based Person Search with Limited Data | Oct 20, 2021 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters | Oct 19, 2021 | 4kBenchmarking | CodeCode Available | 1 |
| HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media | Oct 14, 2021 | 3D Pose EstimationBenchmarking | CodeCode Available | 1 |
| Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions | Oct 13, 2021 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking Platform | Oct 12, 2021 | Benchmarking | CodeCode Available | 1 |
| NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks | Oct 12, 2021 | Benchmarkingimage-classification | CodeCode Available | 1 |
| S3PRL-VC: Open-source Voice Conversion Framework with Self-supervised Speech Representations | Oct 12, 2021 | BenchmarkingVoice Conversion | CodeCode Available | 1 |
| EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset | Oct 11, 2021 | BenchmarkingFace Hallucination | CodeCode Available | 1 |
| Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems | Oct 11, 2021 | BenchmarkingManagement | CodeCode Available | 1 |
