Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2181 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Out-of-Distribution Detection | CIFAR-10 (ID) vs Places365 (OOD) | 16 | Apr 28, 2026 | ||
| Out-of-Distribution Detection | CIFAR-10 (ID) vs LSUN-C (OOD) | 16 | Apr 28, 2026 | ||
| Disease Classification | CDDMBench | 16 | Apr 28, 2026 | ||
| Image Despeckling | Parrots grayscale | 16 | Apr 28, 2026 | ||
| Image Restoration | caps color images | 16 | Apr 28, 2026 | ||
| Anomaly Segmentation | SemanticKITTI-OoD Multi (val) | 16 | Jun 2, 2026 | ||
| Natural Language Inference | English NLI (dev) | 16 | Apr 28, 2026 | ||
| Unsupervised Anomaly Detection | MNIST Heldout Digit 9 | 16 | Apr 28, 2026 | ||
| Unsupervised Anomaly Detection | MNIST Heldout Digit 7 | 16 | Apr 28, 2026 | ||
| Unsupervised Anomaly Detection | MNIST Heldout Digit 5 | 16 | Apr 28, 2026 | ||
| Unsupervised Anomaly Detection | MNIST Heldout Digit 4 | 16 | Apr 28, 2026 | ||
| Unsupervised Anomaly Detection | MNIST (Heldout Digit 1) | 16 | Apr 28, 2026 | ||
| Clustering | UCI Image Segmentation | 16 | Apr 28, 2026 | ||
| Continual Generative Information Retrieval | Natural Questions | 16 | Apr 28, 2026 | ||
| Continual Generative Information Retrieval | MS MARCO | 16 | Apr 28, 2026 | ||
| 6-DoF pose tracking | Self-collected real event dataset (test) | 16 | Apr 28, 2026 | ||
| Image Classification | Brain Tumour MRI | 16 | Jun 11, 2026 | ||
| 48-hour in-hospital mortality (48-IHM) prediction | MIMIC IV (test) | 16 | Apr 28, 2026 | ||
| Classification | Sleep-EDF (test) | 16 | Apr 28, 2026 | ||
| Classification | PTBXL (test) | 16 | Apr 28, 2026 | ||
| Regression | Energy Efficiency | 16 | Apr 28, 2026 | ||
| Image Inpainting | Chest X-rays random sample of 5,000 images (test) | 16 | Apr 28, 2026 | ||
| Language Modeling | Pythia-160M | 16 | Apr 28, 2026 | ||
| SlideASR | SlideSpeech (test) | 16 | Apr 28, 2026 | ||
| SlideASR | SlideSpeech (dev) | 16 | Apr 28, 2026 |