Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 648 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Membership Inference Attack | HackerNews Pythia | 36 | Feb 26, 2026 | ||
| Membership Inference Attack | DM Math Pythia | 36 | Feb 26, 2026 | ||
| Membership Inference Attack | arXiv Pythia | 36 | Feb 26, 2026 | ||
| Membership Inference Attack | PubMed Pythia | 36 | Feb 26, 2026 | ||
| Membership Inference Attack | Pile CC Pythia | 36 | Feb 26, 2026 | ||
| Membership Inference Attack | GitHub Pythia | 36 | Feb 26, 2026 | ||
| Membership Inference Attack | Wikipedia Pythia | 36 | Feb 26, 2026 | ||
| Membership Inference | GitHub Pythia (train) | 36 | Feb 26, 2026 | ||
| Membership Inference | Wikipedia Pythia (train) | 36 | Feb 26, 2026 | ||
| Semantic Hallucination Detection | PAWS | 36 | Feb 26, 2026 | ||
| Maximum Clique | RB500 MC instances (static) | 36 | Feb 26, 2026 | ||
| General Knowledge Reasoning | MMLU-Pro | 36 | Apr 8, 2026 | ||
| Contributor Attribution | ArtBench Post-Impressionism | 36 | Feb 26, 2026 | ||
| SAE steering | Neutral prefixes dataset | 36 | Feb 26, 2026 | ||
| Knowledge Recovery | WMDP-Bio 100-sample subset | 36 | Feb 26, 2026 | ||
| Pricing optimization | Philippines cocoa liquor dataset (test) | 36 | Feb 26, 2026 | ||
| Safety Alignment | PKU-SafeRLHF 30K (IID) | 36 | Feb 26, 2026 | ||
| Safety Evaluation | XSTest (test) | 36 | Jun 11, 2026 | ||
| OOD detection | ImageNet (OOD) with CIFAR10 (ID) | 36 | Feb 26, 2026 | ||
| Causal Discovery | Synthetic (n=100, |E|=400, sample size=1000) | 36 | Feb 26, 2026 | ||
| Human Activity Recognition | CMDFall | 36 | Feb 26, 2026 | ||
| Variational Quantum Eigensolver | Noisy Transverse-Field Ising Hamiltonians | 36 | Feb 26, 2026 | ||
| Image Classification | CINIC-10 Dir(0.01), 50 clients, 20% participation | 36 | Feb 26, 2026 | ||
| Language Model Alignment Evaluation | Arena-Hard v0.1 | 36 | Feb 26, 2026 | ||
| Learning Curve Extrapolation | LCBench (test) | 36 | Feb 26, 2026 |