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Benchmarks
Video Semantic Segmentation on VSPW W2F protocol (10% warm-up ratio)
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51.1
mIoU
DiTTA
48.604
49.252
49.9
50.548
Apr 13, 2026
mIoU
wIoU
mVC8
mVC16
Updated 5d ago
Evaluation Results
Method
Method
Links
mIoU
wIoU
mVC8
mVC16
DiTTA
Approach=ISS+SAM2, FPS...
2026.04
51.1
66.5
94.1
92.2
TV3S
Approach=VSS, FPS=5.71
2026.04
49.8
66.4
91.5
88
Zero-shot Refine.
Approach=ISS+SAM2, FPS...
2026.04
49.7
66.5
94.7
92.9
CFFM++
Approach=VSS, FPS=5.85
2026.04
49.6
66.1
90.4
86.8
TENT
Approach=ISS+TTA, FPS=...
2026.04
49.6
66.5
90.3
87.2
CoTTA
Approach=ISS+TTA, FPS=...
2026.04
49.6
66.7
89.7
86.4
CFFM
Approach=VSS, FPS=5.98
2026.04
49.4
66.5
90.8
87.3
SegFormer
Approach=ISS, FPS=18.58
2026.04
49
66.3
88.3
84.3
AuxAdapt
Approach=ISS+TTA, FPS=...
2026.04
48.7
65.5
89.4
85.9
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