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SOTA
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Classification On Full Body Parkinsons
Classification On Full Body Parkinsons
评估指标
F1-score (weighted)
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
F1-score (weighted)
Paper Title
Repository
PoseFormerV2
0.59
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
PD STGCN
0.48
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia
MotionBERT
0.47
MotionBERT: A Unified Perspective on Learning Human Motion Representations
Pose Transformers (POTR)
0.46
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers
MotionBERT-LITE
0.43
MotionBERT: A Unified Perspective on Learning Human Motion Representations
MotionAGFormer
0.42
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network
Mixste
0.41
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video
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Classification On Full Body Parkinsons | SOTA | HyperAI超神经