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Benchmarks
Panoptic Segmentation on COCO Videos
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29.6
PQ
FFN
12.856
17.203
21.55
25.897
Jun 25, 2026
PQ
Updated 1mo ago
Evaluation Results
Method
Method
Links
PQ
FFN
Setting=Stream
2026.06
29.6
Online TTT-MAE (s.w.)
Setting=Stream
2026.06
21.7
Online TTT-MAE (n.o. s.w.)
Setting=Stream
2026.06
20.8
TTT-MAE No Memory
Setting=Independent fr...
2026.06
20.1
Offline TTT-MAE All Frames
Setting=Full Video
2026.06
19.6
Tent w/ Class Bal.
Setting=Stream
2026.06
14.8
LN Adapt
Setting=Stream
2026.06
14.7
Tent
Setting=Stream
2026.06
14.6
Main Task Only
Setting=Independent fr...
2026.06
13.9
MAE Joint Training
Setting=Independent fr...
2026.06
13.5
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