| XRDSLAM: A Flexible and Modular Framework for Deep Learning based SLAM | Oct 31, 2024 | 3DGSBenchmarking | CodeCode Available | 3 |
| OGBench: Benchmarking Offline Goal-Conditioned RL | Oct 26, 2024 | Benchmarkingreinforcement-learning | CodeCode Available | 3 |
| Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances | Oct 24, 2024 | BenchmarkingImage to Video Generation | CodeCode Available | 3 |
| VoiceBench: Benchmarking LLM-Based Voice Assistants | Oct 22, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory | Oct 14, 2024 | BenchmarkingLarge Language Model | CodeCode Available | 3 |
| Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making | Oct 9, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 |
| Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents | Oct 3, 2024 | Autonomous DrivingBackdoor Attack | CodeCode Available | 3 |
| OmniGenBench: Automating Large-scale in-silico Benchmarking for Genomic Foundation Models | Oct 2, 2024 | Benchmarking | CodeCode Available | 3 |
| The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark | Sep 26, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 3 |
| ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems | Sep 2, 2024 | BenchmarkingInstruction Following | CodeCode Available | 3 |
| RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework | Aug 2, 2024 | BenchmarkingDataset Generation | CodeCode Available | 3 |
| AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents | Jul 26, 2024 | BenchmarkingCode Generation | CodeCode Available | 3 |
| HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation | Jul 24, 2024 | BenchmarkingHuman Animation | CodeCode Available | 3 |
| AbdomenAtlas: A Large-Scale, Detailed-Annotated, & Multi-Center Dataset for Efficient Transfer Learning and Open Algorithmic Benchmarking | Jul 23, 2024 | BenchmarkingTransfer Learning | CodeCode Available | 3 |
| Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation | Jul 9, 2024 | BenchmarkingDomain Adaptation | CodeCode Available | 3 |
| BERGEN: A Benchmarking Library for Retrieval-Augmented Generation | Jul 1, 2024 | BenchmarkingRAG | CodeCode Available | 3 |
| HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis | Jun 23, 2024 | BenchmarkingRepresentation Learning | CodeCode Available | 3 |
| GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation | Jun 19, 2024 | BenchmarkingImage Generation | CodeCode Available | 3 |
| WebCanvas: Benchmarking Web Agents in Online Environments | Jun 18, 2024 | AI AgentBenchmarking | CodeCode Available | 3 |
| TSI-Bench: Benchmarking Time Series Imputation | Jun 18, 2024 | BenchmarkingDeep Learning | CodeCode Available | 3 |
| TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs | Jun 14, 2024 | BenchmarkingKnowledge Graphs | CodeCode Available | 3 |
| DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks | Jun 13, 2024 | Benchmarking | CodeCode Available | 3 |
| Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks | Jun 12, 2024 | BenchmarkingChatbot | CodeCode Available | 3 |
| DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents | Jun 10, 2024 | Benchmarkingscientific discovery | CodeCode Available | 3 |
| TopoBench: A Framework for Benchmarking Topological Deep Learning | Jun 9, 2024 | BenchmarkingDeep Learning | CodeCode Available | 3 |
