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Models/FreqMixFormer

FreqMixFormer

Reported on 8 benchmarks across 8 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision3 results

VideoonNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 94.3 (Hulk(Finetune, ViT-L))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322
Temporal Action LocalizationonNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 94.3 (Hulk(Finetune, ViT-L))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322
Action LocalizationonNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 94.3 (Hulk(Finetune, ViT-L))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322

Time Series2 results

Action DetectiononNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 94.3 (Hulk(Finetune, ViT-L))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322
Action RecognitiononNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 97.4 (DSCNet (RGB + Pose))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322

Methodology1 result

Zero-Shot LearningonNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 94.3 (Hulk(Finetune, ViT-L))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322

Robots1 result

Activity RecognitiononNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 97.4 (DSCNet (RGB + Pose))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322

Natural Language Processing1 result

3D Action RecognitiononNTU RGB+D
Accuracy (CS)· 2024-07-17
93.6
best: 94.3 (Hulk(Finetune, ViT-L))
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer arXiv:2407.12322