Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1179 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Matrix Multiplication Performance | RTX 4090 Matrix Workloads Matrix sizes: 2048 to 8192 | 24 | May 27, 2026 | ||
| Mathematical Reasoning | DeepMath | 24 | May 27, 2026 | ||
| Adversarial Attack Robustness | BeaverTails | 24 | May 27, 2026 | ||
| Open-Set OOD Detection | ImageNet Setup-I 1.0 (test) | 24 | May 27, 2026 | ||
| OOD Generalization | ImageNet Setup-I 1.0 (test) | 24 | May 27, 2026 | ||
| Time Series Anomaly Detection | TSB-AD | 24 | May 27, 2026 | ||
| Game Playing | AtariGo | 24 | May 27, 2026 | ||
| Cross-lingual Retrieval | MIRACL | 24 | May 26, 2026 | ||
| 5-way Few-Shot Image Classification | BSCD-FSL ISIC2018, EuroSAT, CropDiseases, ChestX | 24 | May 26, 2026 | ||
| Out-of-Distribution Action Detection | ActivityNet 1.3 | 24 | May 26, 2026 | ||
| LLM Inference Efficiency | Long sequence prompts | 24 | May 26, 2026 | ||
| LLM Inference Efficiency | Sequence prompts Medium | 24 | May 26, 2026 | ||
| LLM Inference Efficiency | Short sequence prompts | 24 | May 26, 2026 | ||
| Clustering | liver ultrasound dataset | 24 | May 26, 2026 | ||
| Image Classification | CIFAR10 (test) | 24 | May 26, 2026 | ||
| Image Classification | CIFAR100 (test) | 24 | May 26, 2026 | ||
| Image Classification | CIFAR-100 | 24 | May 26, 2026 | ||
| Image Classification | CIFAR-10 | 24 | May 26, 2026 | ||
| mRNA transfection efficiency prediction | TransLipid (test) | 24 | May 26, 2026 | ||
| Conformal Prediction | CIFAR-100 (five repeated splits) | 24 | May 26, 2026 | ||
| Text Classification | WOS-46985 | 24 | May 26, 2026 | ||
| Image Classification | ImageNet V2 | 24 | May 26, 2026 | ||
| Image Classification | ImageNet | 24 | May 26, 2026 | ||
| Image Classification | CIFAR-100 | 24 | May 26, 2026 | ||
| Classification | WOS-46985 | 24 | May 26, 2026 |