SA-1B
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Watermarking | SA-1B (in-distribution) | Overall Bit Accuracy97.8 | 18 | |
| Adversarial Attack | SA-1B (test) | ASR84.22 | 12 | |
| Image Segmentation | SA-1B 1.0 (train) | mIoU78.3 | 11 | |
| Robustness Evaluation | SA-1b photos | Identity Bit Accuracy100 | 9 | |
| Watermarking | SA-1b 1.0 | Bit Accuracy100 | 8 | |
| Interactive Segmentation | SA-1B first 1000 images v1 (test) | NoC @ 85% IoU1.77 | 8 | |
| Image Segmentation | SA-1B (test) | AR60.8 | 7 | |
| Instance Segmentation | SA-1B | AR (Small)36.2 | 6 | |
| Object Detection | SA-1B | AR (Average Recall)60.5 | 4 | |
| Masked Stylization | SA-1B 500 image/mask | Gray EMD0.086 | 2 | |
| Segmentation | SA-1B (subset) | IoU70.65 | 2 |
Showing 11 of 11 rows