IGFormer

Reported on 5 benchmarks across 1 task · 1 paper · 5 SOTA

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

Computer Vision5 results

Human Interaction RecognitiononNTU RGB+D
Accuracy (Cross-Subject)· 2022-07-25
93.6
best: 97.1 (SkateFormer)
SOTA
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition arXiv:2207.12100
Human Interaction RecognitiononNTU RGB+D
Accuracy (Cross-View)· 2022-07-25
96.5
best: 99.3 (SkateFormer)
SOTA
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition arXiv:2207.12100
Human Interaction RecognitiononSBU / SBU-Refine
Accuracy· 2022-07-25
98.4
SOTA
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition arXiv:2207.12100
Human Interaction RecognitiononNTU RGB+D 120
Accuracy (Cross-Setup)· 2022-07-25
86.5
best: 93.2 (SkateFormer)
SOTA
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition arXiv:2207.12100
Human Interaction RecognitiononNTU RGB+D 120
Accuracy (Cross-Subject)· 2022-07-25
85.4
best: 92.3 (SkateFormer)
SOTA
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition arXiv:2207.12100