| Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis | Oct 9, 2023 | BenchmarkingMultivariate Time Series Forecasting | CodeCode Available | 3 |
| A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs | Mar 14, 2022 | BenchmarkingGraph Embedding | CodeCode Available | 3 |
| A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation | Jan 22, 2024 | BenchmarkingDiagnostic | CodeCode Available | 3 |
| ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation | May 24, 2025 | BenchmarkingChart Understanding | CodeCode Available | 3 |
| Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving | May 27, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 3 |
| CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms | Nov 16, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems | Sep 2, 2024 | BenchmarkingInstruction Following | CodeCode Available | 3 |
| SEED-Bench-2-Plus: Benchmarking Multimodal Large Language Models with Text-Rich Visual Comprehension | Apr 25, 2024 | BenchmarkingMultiple-choice | CodeCode Available | 3 |
| IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models | May 22, 2025 | BenchmarkingInstruction Following | 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 |
