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SOTA
비디오 팬옵틱 세그멘테이션
Video Panoptic Segmentation On Vipseg
Video Panoptic Segmentation On Vipseg
평가 지표
STQ
VPQ
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
STQ
VPQ
Paper Title
Repository
TarViS (ResNet-50)
43.1
33.5
TarViS: A Unified Approach for Target-based Video Segmentation
-
CAVIS(VIT-L)
56.1
58.5
Context-Aware Video Instance Segmentation
-
UniVS(Swin-L)
58.2
49.3
UniVS: Unified and Universal Video Segmentation with Prompts as Queries
-
Tube-Link(Swin-base)
49.4
50.4
Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation
-
DVIS(Swin-L)
55.3
57.6
DVIS: Decoupled Video Instance Segmentation Framework
-
DEVA (Mask2Former - SwinB)
52.2
55.0
Tracking Anything with Decoupled Video Segmentation
-
MaXTron (ConvNeXt-L)
-
57.1
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories
-
MaXTron (ConvNeXtV2-L)
-
58.0
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories
-
TarViS (Swin-L)
52.9
48.0
TarViS: A Unified Approach for Target-based Video Segmentation
-
DVIS++(VIT-L)
56.0
58.0
DVIS++: Improved Decoupled Framework for Universal Video Segmentation
-
MaXTron (ResNet-50)
-
46.7
A Simple Video Segmenter by Tracking Objects Along Axial Trajectories
-
TarViS (Swin-T)
45.3
35.8
TarViS: A Unified Approach for Target-based Video Segmentation
-
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