| Paper | Code | mAP_L | AP50_L | AP75_L | AR1_L | AR10_L | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| DVIS++: Improved Decoupled Framework for Universal Video Segmentation | ✓ Link | 50.9 | 75.7 | 52.8 | 40.6 | 55.8 | DVIS++(VIT-L) | 2023-12-20 |
| Context-Aware Video Instance Segmentation | ✓ Link | 48.6 | CAVIS (VIT-L) | 2024-07-03 | ||||
| CTVIS: Consistent Training for Online Video Instance Segmentation | ✓ Link | 46.4 | CTVIS (Swin-L) | 2023-07-24 | ||||
| DVIS: Decoupled Video Instance Segmentation Framework | ✓ Link | 45.9 | 69.0 | 48.8 | 37.2 | 51.8 | DVIS(Swin-L) | 2023-06-06 |
| CTVIS: Consistent Training for Online Video Instance Segmentation | ✓ Link | 39.4 | CTVIS (ResNet-50) | 2023-07-24 | ||||
| InstanceFormer: An Online Video Instance Segmentation Framework | ✓ Link | 26.3 | 44.6 | 27.3 | 25.0 | 29.2 | InstanceFormer (Swin) | 2022-08-22 |
| InstanceFormer: An Online Video Instance Segmentation Framework | ✓ Link | 24.8 | 49.5 | 26.7 | 23.9 | 30.1 | InstanceFormer (Resnet-50) | 2022-08-22 |