| RTLRewriter: Methodologies for Large Models aided RTL Code Optimization | Sep 4, 2024 | Benchmarking | CodeCode Available | 1 |
| LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs | Sep 3, 2024 | 16kBenchmarking | CodeCode Available | 1 |
| Towards Student Actions in Classroom Scenes: New Dataset and Baseline | Sep 2, 2024 | Action DetectionBenchmarking | CodeCode Available | 1 |
| STEREO: Towards Adversarially Robust Concept Erasing from Text-to-Image Generation Models | Aug 29, 2024 | BenchmarkingImage Generation | CodeCode Available | 1 |
| How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models | Aug 29, 2024 | BenchmarkingGeneral Knowledge | CodeCode Available | 1 |
| LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models | Aug 28, 2024 | BenchmarkingLogical Reasoning | CodeCode Available | 1 |
| Variational Autoencoder for Anomaly Detection: A Comparative Study | Aug 24, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets | Aug 22, 2024 | AllBenchmarking | CodeCode Available | 1 |
| BLADE: Benchmarking Language Model Agents for Data-Driven Science | Aug 19, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| PADetBench: Towards Benchmarking Physical Attacks against Object Detection | Aug 17, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| SER Evals: In-domain and Out-of-domain Benchmarking for Speech Emotion Recognition | Aug 14, 2024 | Automatic Speech RecognitionBenchmarking | CodeCode Available | 1 |
| TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases | Aug 14, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset | Aug 12, 2024 | Benchmarking | CodeCode Available | 1 |
| The impact of internal variability on benchmarking deep learning climate emulators | Aug 9, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| UAV-Enhanced Combination to Application: Comprehensive Analysis and Benchmarking of a Human Detection Dataset for Disaster Scenarios | Aug 9, 2024 | BenchmarkingHuman Detection | CodeCode Available | 1 |
| WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models | Aug 7, 2024 | AI and SafetyBenchmarking | CodeCode Available | 1 |
| Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond | Aug 7, 2024 | BenchmarkingLanguage Identification | CodeCode Available | 1 |
| OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents | Aug 6, 2024 | BenchmarkingRetrieval-augmented Generation | CodeCode Available | 1 |
| Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics | Aug 2, 2024 | Adversarial AttackAdversarial Purification | CodeCode Available | 1 |
| ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks | Jul 26, 2024 | BenchmarkingModel Selection | CodeCode Available | 1 |
| VoxSim: A perceptual voice similarity dataset | Jul 26, 2024 | BenchmarkingSpeaker Recognition | CodeCode Available | 1 |
| OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation | Jul 26, 2024 | BenchmarkingDocument AI | CodeCode Available | 1 |
| Enhancing clinical decision support with physiological waveforms -- a multimodal benchmark in emergency care | Jul 25, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning | Jul 22, 2024 | BenchmarkingHallucination | CodeCode Available | 1 |
