Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1084 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Anomaly Classification | ChestXray | 26 | Feb 26, 2026 | ||
| Chart Question Answering | ChartQA augmented | 26 | May 29, 2026 | ||
| Image Classification | CIFAR-100-C Severity 5 | 26 | May 19, 2026 | ||
| Image Classification | CIFAR-100 IDN (test) | 26 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 IDN (test) | 26 | Feb 26, 2026 | ||
| Image Captioning | nocaps standard (test) | 26 | Feb 27, 2026 | ||
| Unconditional image generation | LSUN Churches 256 x 256 | 26 | Apr 23, 2026 | ||
| Text-to-Video Retrieval | MSVD zero-shot | 26 | May 27, 2026 | ||
| Dialogue Evaluation Human Correlation | Topical-Chat | 26 | Feb 26, 2026 | ||
| Medical Object Detection | RSNA Pneumonia (stage 2) | 26 | Feb 27, 2026 | ||
| Novel Scene Relighting | Stanford-ORB 1.0 (test) | 26 | Feb 26, 2026 | ||
| Mathematical Reasoning | MetaMathQA (test) | 26 | Feb 26, 2026 | ||
| Open-domain Question Answering | Natural Questions | 26 | Jun 11, 2026 | ||
| Open-set recognition | CIFAR+10 4 closed CIFAR10 classes, 10 open CIFAR100 classes 1.0 | 26 | Feb 26, 2026 | ||
| Text-to-Video Generation | MSR-VTT zero-shot | 26 | Apr 10, 2026 | ||
| Semantic Segmentation | SYNTHIA | 26 | Feb 26, 2026 | ||
| Text-to-image Generation | PartiPrompts | 26 | Feb 26, 2026 | ||
| Anomaly Detection | Anomaly-ShapeNet v1 (test) | 26 | Feb 26, 2026 | ||
| Zero-shot Learning | 11 evaluation datasets | 26 | Feb 26, 2026 | ||
| Short-term forecasting | COVID-19 | 26 | Feb 26, 2026 | ||
| Long-range sequence modeling | LRA 92 (test) | 26 | Feb 26, 2026 | ||
| Action Recognition | PKU-MMD Cross-View | 26 | Feb 26, 2026 | ||
| Classification | SMK | 26 | Feb 26, 2026 | ||
| Classification | Madelon | 26 | Feb 26, 2026 | ||
| Missing value prediction | BeijingAir 3 | 26 | Feb 26, 2026 |