Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1845 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Toxicity Classification | Toxic | 18 | Jul 8, 2026 | ||
| Generative Hallucination Mitigation | Object HalBench (test) | 18 | Apr 21, 2026 | ||
| Agentic Search | Xbench DeepSearch 2505 | 18 | Apr 21, 2026 | ||
| Code Reasoning | Code HumanEval+ LiveCodeBench v5 | 18 | Apr 21, 2026 | ||
| Physics Reasoning | Physics C-Eval WebInstruct | 18 | Apr 21, 2026 | ||
| Medical Reasoning | Medicine MedBullets, MedXQA | 18 | Apr 21, 2026 | ||
| Open-loop planning | nuScenes open-loop evaluation | 18 | Apr 21, 2026 | ||
| Language Understanding | MMLU | 18 | Apr 21, 2026 | ||
| Short Video Question Answering | ShortVid-Bench | 18 | Apr 21, 2026 | ||
| Omnimodal Audio & Video Question Answering | AVUTBench | 18 | Apr 21, 2026 | ||
| Source code watermarking | MBPP | 18 | Apr 21, 2026 | ||
| Relevance Assessment | T2Ranking (test) | 18 | Apr 21, 2026 | ||
| Relevance Assessment | NoteRel (test) | 18 | Apr 21, 2026 | ||
| Multimodal Visual Question Answering | MMBench | 18 | Jun 1, 2026 | ||
| T2I Metric Evaluation | CROCsyn Inverse Image-Based | 18 | Apr 21, 2026 | ||
| T2I Metric Evaluation | CROCsyn Forward Image-Based | 18 | Apr 21, 2026 | ||
| T2I Metric Evaluation | CROCsyn Inverse Text-Based | 18 | Apr 21, 2026 | ||
| T2I Metric Evaluation | CROCsyn Forward Text-Based | 18 | Apr 21, 2026 | ||
| Constrained Optimization (Linear and Convex Quadratic Constraints) | Optimization TE2 out-of-distribution 2 (test) | 18 | Apr 21, 2026 | ||
| Constrained Optimization (Linear and Convex Quadratic Constraints) | Optimization 2 TE2 in-distribution (test) | 18 | Apr 21, 2026 | ||
| Image Classification | ImageNet-C imbalanced label distribution level 5 | 18 | Apr 21, 2026 | ||
| Image Classification | ImageNet-C level 5 (test) | 18 | Apr 21, 2026 | ||
| Polyp Segmentation | Average Across Domains A-D (test) | 18 | Apr 21, 2026 | ||
| Polyp Segmentation | CVC-ColonDB Domain D (test) | 18 | Apr 21, 2026 | ||
| Polyp Segmentation | ETIS-LaribPolypDB Domain C (test) | 18 | Apr 21, 2026 |