| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Semantic Segmentation | VSPW (val) | mIoU65.7 | 121 | |
| Video Semantic Segmentation | VSPW | mIoU63.6 | 52 | |
| Video Semantic Segmentation | VSPW (test) | mIoU56.1 | 25 | |
| Video Semantic Segmentation | VSPW 17 (test) | mIoU42 | 20 | |
| Video Semantic Segmentation | VSPW 50% warm-up ratio W2F protocol | mIoU52.3 | 9 | |
| Video Semantic Segmentation | VSPW W2F protocol 25% warm-up ratio | mIoU51 | 9 | |
| Video Semantic Segmentation | VSPW W2F protocol (10% warm-up ratio) | mIoU51.1 | 9 | |
| Dense Forecasting | VSPW Mid horizon, ~0.6s | mIoU (Best-20)58.4 | 6 | |
| Dense Forecasting | VSPW Short horizon, ~0.2s | mIoU (best-of-20)58.4 | 6 | |
| Video Semantic Segmentation | VSPW old codalab (test) | mIoU (%)58.85 | 5 | |
| Video Semantic Segmentation | VSPW new codalab (test) | mIoU52.99 | 2 |