Panoptic Segmentation on COCO Videos
29.6PQFFN
Evaluation results
| Method | Links | |
|---|---|---|
| FFNSetting=Stream2026.06 | 29.6 | |
| Online TTT-MAE (s.w.)Setting=Stream2026.06 | 21.7 | |
| Online TTT-MAE (n.o. s.w.)Setting=Stream2026.06 | 20.8 | |
| TTT-MAE No MemorySetting=Independent frames2026.06 | 20.1 | |
| Offline TTT-MAE All FramesSetting=Full Video2026.06 | 19.6 | |
| Tent w/ Class Bal.Setting=Stream2026.06 | 14.8 | |
| LN AdaptSetting=Stream2026.06 | 14.7 | |
| TentSetting=Stream2026.06 | 14.6 | |
| Main Task OnlySetting=Independent frames2026.06 | 13.9 | |
| MAE Joint TrainingSetting=Independent frames2026.06 | 13.5 |