Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 562 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | nuScenes | 40 | Mar 26, 2026 | ||
| Few-Shot Segmentation | PASCAL VOC | 40 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1K (train val) | 40 | May 26, 2026 | ||
| Texture Classification | FMD (Flickr Material Database) | 40 | May 28, 2026 | ||
| Face Anonymization | CelebA-HQ official (test) | 40 | Apr 21, 2026 | ||
| Fine-grained Image Classification | Aircraft (test) | 40 | Feb 26, 2026 | ||
| Aspect Sentiment Triplet Extraction | 14LAP (test) | 40 | Apr 13, 2026 | ||
| Anomaly Segmentation | MVTec 3D-AD | 40 | Jun 29, 2026 | ||
| Relative Repeatability | Redwood | 40 | Feb 26, 2026 | ||
| Knowledge Base Question Answering | GrailQA | 40 | Jun 2, 2026 | ||
| Backdoor Defense | ImageNet-12 (test) | 40 | Feb 26, 2026 | ||
| Object Detection | PASCAL VOC 5 novel classes (Novel Set 1) | 40 | Feb 26, 2026 | ||
| Node classification | Wikipedia | 40 | May 29, 2026 | ||
| Text-to-Image Retrieval | MUGE | 40 | Feb 26, 2026 | ||
| Binary Classification | cylinder-bands (CB) (test) | 40 | Feb 26, 2026 | ||
| Binary Classification | dresses-sales (DS) (test) | 40 | Feb 26, 2026 | ||
| Image Classification | Cross-dataset generalization suite ImageNet to 10 fine-grained datasets | 40 | Feb 26, 2026 | ||
| Group Robustness | CivilComments-WILDS (test) | 40 | Feb 26, 2026 | ||
| Action Recognition | UAV Human (test) | 40 | Feb 26, 2026 | ||
| Super-Resolution | B100 x4 | 40 | May 19, 2026 | ||
| Offline rendering | NeRF Synthetic (test) | 40 | Feb 26, 2026 | ||
| Interpretability Evaluation | MS COCO | 40 | Feb 26, 2026 | ||
| Place Recognition | B.D. | 40 | Feb 26, 2026 | ||
| Place Recognition | R.A. | 40 | Feb 26, 2026 | ||
| Few-shot Named Entity Recognition | Few-NERD Intra (test) | 40 | Feb 26, 2026 |