Instance Segmentation on COCO Videos
45.1APFFN
Evaluation Results
| Method | Links | |
|---|---|---|
| FFNSetting=Stream2026.06 | 45.1 | |
| Online TTT-MAE (s.w.)Setting=Stream2026.06 | 37.6 | |
| TTT-MAE No MemorySetting=Independent frames2026.06 | 35.4 | |
| Online TTT-MAE (n.o. s.w.)Setting=Stream2026.06 | 35.3 | |
| Offline TTT-MAE All FramesSetting=Full Video2026.06 | 33.6 | |
| Main Task OnlySetting=Independent frames2026.06 | 16.7 | |
| Tent w/ Class Bal.Setting=Stream2026.06 | 16.7 | |
| TentSetting=Stream2026.06 | 16.6 | |
| MAE Joint TrainingSetting=Independent frames2026.06 | 16.5 | |
| LN AdaptSetting=Stream2026.06 | 16.5 |