As described in the paper, we report the results using the model trained on Ref-Youtube-VOS without finetune.
| Backbone | J&F | J | F | Model |
|---|---|---|---|---|
| ResNet-50 | 58.5 | 55.8 | 61.3 | model |
| Swin-L | 60.5 | 57.6 | 63.4 | model |
| Video-Swin-B | 61.1 | 58.1 | 64.1 | model |
./scripts/dist_test_davis.sh [/path/to/output_dir] [/path/to/model_weight] --backbone [backbone]
For example, evaluating the Swin-Large model, run the following command:
./scripts/dist_test_davis.sh davis_dirs/swin_large ytvos_swin_large.pth --backbone swin_l_p4w7