BCI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| ROI-level classification | BCI | Accuracy91.3 | 28 | |
| Classification | BCI IV-2b | Accuracy73.76 | 13 | |
| Classification | BCI IV-2a | Accuracy65.09 | 13 | |
| Virtual Staining | BCI All | SSIM0.3859 | 10 | |
| Virtual Staining | BCI Class 3+ | SSIM36.87 | 10 | |
| Virtual Staining | BCI Class 2+ | SSIM0.3842 | 10 | |
| Virtual Staining | BCI Class 1+ | SSIM40.68 | 10 | |
| Virtual Staining | BCI Class 0 | SSIM45.07 | 10 | |
| Stain Translation | BCI HER2 challenge (test) | SSIM0.5032 | 10 | |
| 4-class Motor Imagery Classification | BCI 2A (held-out subject) | Accuracy50.4 | 6 | |
| HER2 status classification | BCI (test) | Accuracy95.6 | 6 | |
| Tree crown segmentation | BCI50ha Tropical | mAP (All)37.5 | 5 | |
| Image-to-Image Translation | BCI | PSNR (dB)21.16 | 5 |
Showing 13 of 13 rows