Directory of AI Benchmarks
18 benchmarks, 155 methods and 283 results.
| Benchmark | Description |
|---|---|
| MNIST | Classify handwritten digits. |
| CIFAR-10 | Classify 32x32 colour images into 10 categories. |
| CIFAR-100 | Classify 32x32 colour images into 100 categories. |
| STL-10 | Image recognition dataset inspired by CIFAR-10. |
| SVHN | Street View House Numbers dataset. |
| PASCAL VOC Object Detection | Visual Object Classes 2012 object detection. |
| PASCAL VOC Object Segmentation | Visual Object Classes 2012 object segmentation. |
| COCO Object Detection | COCO object detection. |
| COCO Panoptic Segmentation | COCO panoptic segmentation. |
| MPI Sintel | MPI Sintel dataset for optical flow. |
| KITTI Optical Flow | KITTI scene flow 2015. |
| WMT English-German | Machine translation between English and German. |
| WMT English-French | Machine translation between English and French. |
| WMT English-Russian | Machine translation between English and Russian. |
| WMT English-Romanian | Machine translation between English and Romanian. |
| WMT English-Czech | Machine translation between English and Czech. |
| WMT English-Finnish | Machine translation between English and Finnish. |
| NIST 2000 Switchboard | Recognition of conversational speech over telephone. |