Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1687 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Sequence Labeling | Laptop14 | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | SpaceNet v1 | 20 | Feb 26, 2026 | ||
| Anomaly Detection | Real-IAD (test) | 20 | Jul 3, 2026 | ||
| Road Detection | KITTI Urban Road (test) | 20 | Feb 26, 2026 | ||
| Overall Critique and Refinement | Critique and Refinement Evaluation Overall | 20 | Feb 26, 2026 | ||
| Code Generation Critique and Refinement | Critique and Refinement Evaluation Dataset Code | 20 | Feb 26, 2026 | ||
| Mathematical Reasoning Critique and Refinement | Critique and Refinement Evaluation Dataset Math | 20 | Feb 26, 2026 | ||
| Question Answering Critique and Refinement | Critique and Refinement Evaluation Dataset | 20 | Feb 26, 2026 | ||
| Summarization Critique and Refinement | Critique and Refinement Evaluation Dataset Summarization | 20 | Feb 26, 2026 | ||
| Dialog Critique and Refinement | Critique and Refinement Evaluation Dataset Dialog | 20 | Feb 26, 2026 | ||
| Biomarker Segmentation | Data Science Bowl (DSB) 2018 (test) | 20 | Feb 26, 2026 | ||
| Lung Segmentation | PadChest (test) | 20 | Feb 26, 2026 | ||
| Inference Efficiency | ImageNet-1k | 20 | Feb 26, 2026 | ||
| Inference Efficiency | MS-COCO | 20 | Feb 26, 2026 | ||
| Medical Knowledge | MedQA | 20 | Feb 26, 2026 | ||
| Multimodal Jailbreaking | HADES-Dataset | 20 | Feb 26, 2026 | ||
| Neutralized Summarization | NeuS | 20 | Feb 26, 2026 | ||
| Image Super-resolution | BSD100 | 20 | Feb 26, 2026 | ||
| Semantic segmentation | S3DIS (val) | 20 | Feb 26, 2026 | ||
| Multiple-choice Question Answering | GPQA Diamond set (test) | 20 | Mar 20, 2026 | ||
| Fine-grained Visual Reasoning | HR-Bench-8K OOD | 19 | Jul 9, 2026 | ||
| Operating System Interaction Agent Task | OS | 19 | Jul 9, 2026 | ||
| Knowledge Graph Interaction Agent Task | KG | 19 | Jul 9, 2026 | ||
| Database Querying Agent Task | DB | 19 | Jul 9, 2026 | ||
| Embodied Agent Instruction Following | ALFWorld (ALF) (test) | 19 | Jul 9, 2026 |