Metric: Frame (fps) (higher is better)
| # | Model↕ | Frame (fps)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | YolactEdge | 172.7 | No | - | - | - |
| 2 | BlendMask-512 (DLA_34) | 33.3 | No | BlendMask: Top-Down Meets Bottom-Up for Instance... | 2020-01-02 | Code |
| 3 | SOLO-512 | 31.3 | No | SOLOv2: Dynamic and Fast Instance Segmentation | 2020-03-23 | Code |
| 4 | UOAIS | 12 | No | - | - | - |
| 5 | RetinaMask | 10 | No | - | - | - |
| 6 | Predicting Future Instance Segmentation | 8 | No | - | - | - |
| 7 | Mask R-CNN | 5 | Yes | - | - | - |