Video Instance Segmentation on YTVIS 2021 (test val)
100PKRViT-Adapter
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ViT-AdapterModel size=tiny, Goal PKR (%)=1002026.04 | 100 | 49.1 | 44.8 | 42.2 | — | |
| ViT-AdapterModel size=small, Goal PKR (%)=1002026.04 | 100 | 57.3 | 52.3 | 50.4 | — | |
| DynViTModel size=tiny, Goal PKR (%)=552026.04 | 54.4 | 44.1 | 40.4 | 36.9 | -5.3 | |
| TPSModel size=tiny, Goal PKR (%)=552026.04 | 54.4 | 46.9 | 42.8 | 38.9 | -3.3 | |
| DynViTModel size=small, Goal PKR (%)=552026.04 | 54.4 | 53.8 | 48.8 | 45.2 | -5.2 | |
| TPSModel size=small, Goal PKR (%)=552026.04 | 54.4 | 54.9 | 50.2 | 46.2 | -4.2 | |
| SViTModel size=small, Goal PKR (%)=552026.04 | 54.2 | 55.8 | 51.1 | 46.9 | -3.5 | |
| SViTModel size=tiny, Goal PKR (%)=552026.04 | 54 | 46.7 | 42.9 | 39.2 | -3 | |
| VPPModel size=tiny, Goal PKR (%)=552026.04 | 52.7 | 49.9 | 45.7 | 42.3 | 0.1 | |
| VPPModel size=small, Goal PKR (%)=552026.04 | 51.5 | 56.1 | 51.3 | 49.8 | -0.6 | |
| SViTModel size=tiny, Goal PKR (%)=402026.04 | 42 | 46.5 | 42.9 | 39.3 | -2.9 | |
| VPPModel size=tiny, Goal PKR (%)=402026.04 | 40.9 | 47.6 | 43.6 | 40.9 | -1.3 | |
| DynViTModel size=tiny, Goal PKR (%)=402026.04 | 40.6 | 29.9 | 27.8 | 24 | -18.2 | |
| TPSModel size=tiny, Goal PKR (%)=402026.04 | 40.6 | 41.4 | 37.8 | 35 | -7.2 | |
| DynViTModel size=small, Goal PKR (%)=402026.04 | 40.6 | 48.9 | 44.2 | 42 | -8.4 | |
| TPSModel size=small, Goal PKR (%)=402026.04 | 40.6 | 50.7 | 46.3 | 43.3 | -7.1 | |
| SViTModel size=small, Goal PKR (%)=402026.04 | 39.6 | 52.7 | 48.1 | 44.9 | -5.5 | |
| VPPModel size=small, Goal PKR (%)=402026.04 | 39.3 | 54.3 | 49.9 | 48.5 | -1.9 |