| GEMv2: Multilingual NLG Benchmarking in a Single Line of Code | Jun 22, 2022 | BenchmarkingText Generation | CodeCode Available | 1 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Benchmarking Constraint Inference in Inverse Reinforcement Learning | Jun 20, 2022 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs | Jun 19, 2022 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search | Jun 18, 2022 | BenchmarkingGraph Neural Network | CodeCode Available | 1 |
| SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments | Jun 17, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Long Range Graph Benchmark | Jun 16, 2022 | BenchmarkingGraph Classification | CodeCode Available | 1 |
| Taxonomy of Benchmarks in Graph Representation Learning | Jun 15, 2022 | BenchmarkingGraph Representation Learning | CodeCode Available | 1 |
| Evaluating histopathology transfer learning with ChampKit | Jun 14, 2022 | BenchmarkingCell Detection | CodeCode Available | 1 |
| ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset | Jun 14, 2022 | BenchmarkingIschemic Stroke Lesion Segmentation | CodeCode Available | 1 |
| Data-Driven Denoising of Stationary Accelerometer Signals | Jun 13, 2022 | BenchmarkingDenoising | CodeCode Available | 1 |
| SwinCheX: Multi-label classification on chest X-ray images with transformers | Jun 9, 2022 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 |
| Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark | Jun 8, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering | Jun 6, 2022 | BenchmarkingClustering | CodeCode Available | 1 |
| Revisiting the "Video" in Video-Language Understanding | Jun 3, 2022 | BenchmarkingQuestion Answering | CodeCode Available | 1 |
| Needle In A Haystack, Fast: Benchmarking Image Perceptual Similarity Metrics At Scale | Jun 1, 2022 | Benchmarking | CodeCode Available | 1 |
| Jojajovai: A Parallel Guarani-Spanish Corpus for MT Benchmarking | Jun 1, 2022 | BenchmarkingSentence | CodeCode Available | 1 |
| A Japanese Dataset for Subjective and Objective Sentiment Polarity Classification in Micro Blog Domain | Jun 1, 2022 | BenchmarkingEmotion Recognition | CodeCode Available | 1 |
| Benchmarking the Robustness of LiDAR-Camera Fusion for 3D Object Detection | May 30, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions | May 27, 2022 | BenchmarkingFew-Shot Image Classification | CodeCode Available | 1 |
| Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed | May 27, 2022 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task | May 27, 2022 | BenchmarkingDomain Generalization | CodeCode Available | 1 |
| GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles | May 25, 2022 | BenchmarkingEvent Argument Extraction | CodeCode Available | 1 |
| Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis | May 24, 2022 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| PyRelationAL: a python library for active learning research and development | May 23, 2022 | Active LearningBenchmarking | CodeCode Available | 1 |
