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Video Instance Segmentation On Youtube Vis 1

Metrics

AP50
AP75
AR1
AR10
mask AP

Results

Performance results of various models on this benchmark

Paper TitleRepository
DVIS++(VIT-L, Online)88.875.357.973.767.7DVIS++: Improved Decoupled Framework for Universal Video Segmentation
DVIS88.072.756.570.364.9DVIS: Decoupled Video Instance Segmentation Framework
Tube-Link86.671.355.969.164.6Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation
MinVIS (Swin-L)83.368.654.866.661.6MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training
Mask2Former (Swin-L)84.467.0--60.4Mask2Former for Video Instance Segmentation
UniVS(Swin-L)82.165.354.766.860.0UniVS: Unified and Universal Video Segmentation with Prompts as Queries
MDQE(Swin-L)84.967.353.565.059.9MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos
SeqFormer (Swin-L)82.166.451.764.459.3SeqFormer: Sequential Transformer for Video Instance Segmentation
DeVIS (Swin-L)80.866.350.861.057.1DeVIS: Making Deformable Transformers Work for Video Instance Segmentation
InstanceFormer(Swin-L)78.064.250.961.656.3InstanceFormer: An Online Video Instance Segmentation Framework
TCIS (Swin-S)76.665.64757.954.31st Place Solution for YouTubeVOS Challenge 2021:Video Instance Segmentation-
Video K-Net (Swin-Base)79.059.649.759.954.1Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation
NOVIS (ResNet-50)75.756.950.360.652.8NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation-
IDOL (ResNet-50)7452.947.758.749.5In Defense of Online Models for Video Instance Segmentation
Mask2Former (ResNet-101)72.854.2--49.2Mask2Former for Video Instance Segmentation
SeqFormer (ResNet-101)71.155.746.856.949.0SeqFormer: Sequential Transformer for Video Instance Segmentation
MSN69.454.940.155.048.8MSN: Efficient Online Mask Selection Network for Video Instance Segmentation
SeqFormer (ResNet-50)69.851.845.554.847.4SeqFormer: Sequential Transformer for Video Instance Segmentation
Mask2Former (ResNet-50)68.050.0--46.4Mask2Former for Video Instance Segmentation
InstanceFormer(ResNet-50)68.649.642.153.545.6InstanceFormer: An Online Video Instance Segmentation Framework
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Video Instance Segmentation On Youtube Vis 1 | SOTA | HyperAI