Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 447 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Retrieval-Augmented Question Answering | NQ | 45 | May 20, 2026 | ||
| Backdoor Attack Defense | Backdoor Attacks (test) | 45 | May 20, 2026 | ||
| Long-context Question Answering | LongBench N=162 | 45 | May 19, 2026 | ||
| Topic Modeling | CIFAR100, Food101, SUN397 Averaged (test) | 45 | May 19, 2026 | ||
| Topic Modeling | Five text datasets (News-20K, IMDB, Yelp, DailyMail, Twitter) | 45 | May 19, 2026 | ||
| Membership Inference Attack | VL-MIA Flickr-10k | 45 | May 19, 2026 | ||
| Membership Inference Attack | VL-MIA Flickr 2k | 45 | May 19, 2026 | ||
| Membership Inference Attack | VL-MIA Flickr v1 (test) | 45 | May 19, 2026 | ||
| Fingerprint Robustness Evaluation | Fingerprint Evaluation Set | 45 | May 19, 2026 | ||
| Panoptic Segmentation | India ALU (test) | 45 | May 18, 2026 | ||
| Utility Evaluation | MMLU | 45 | May 15, 2026 | ||
| Node classification | PubMed | 45 | Jun 2, 2026 | ||
| Quantile field prediction | NASA-CRM (test) | 45 | May 13, 2026 | ||
| Math Reasoning | MATH 4-shot | 45 | Jun 9, 2026 | ||
| Regression | Insurance (test) | 45 | May 12, 2026 | ||
| Classification | Steel (test) | 45 | May 12, 2026 | ||
| Classification | Fourier (test) | 45 | May 12, 2026 | ||
| Classification | Credit-G (test) | 45 | May 12, 2026 | ||
| Multivariate Forecasting | PEMS04 | 45 | Jun 11, 2026 | ||
| PII suppression | Enron Email Dataset (test) | 45 | May 12, 2026 | ||
| Data Assimilation | Kuramoto–Sivashinsky long horizon 640 steps | 45 | May 12, 2026 | ||
| Data Assimilation | Kuramoto–Sivashinsky short horizon 140 steps | 45 | May 12, 2026 | ||
| Data Assimilation | Kolmogorov flow long horizon 180 steps | 45 | May 12, 2026 | ||
| Adversarial Attack | Mistral 7B | 45 | May 12, 2026 | ||
| Multi-Tote Handling | 2D Multi-Tote Handling Robotic Systems | 45 | May 12, 2026 |