Instance Activity Detection on AVA image-based (val)
24.3mAPLFB-Res-101-baseline + PaStaNet-Linear
Evaluation results
| Method | Links | |
|---|---|---|
| LFB-Res-101-baseline + PaStaNet-LinearBackbone=ResNet-101, Base Architecture=Long-term Feature Banks (LFB), Transfer Learning Component=PaStaNet-Linear, Fusion Strategy=Late Fusion2020.04 | 24.3 | |
| LFB-Res-50-baseline + PaStaNet-LinearBackbone=ResNet-50, Base Architecture=Long-term Feature Banks (LFB), Transfer Learning Component=PaStaNet-Linear, Fusion Strategy=Late Fusion2020.04 | 23.4 | |
| LFB-Res-101-baselineBackbone=ResNet-101, Base Architecture=Long-term Feature Banks (LFB)2020.04 | 23.3 | |
| LFB-Res-50-baselineBackbone=ResNet-50, Base Architecture=Long-term Feature Banks (LFB)2020.04 | 22.2 | |
| AVA-TF + PaStaNet-LinearBackbone=ResNet-101, Transfer Learning Component=PaStaNet-Linear, Fusion Strategy=Late Fusion2020.04 | 15.6 | |
| AVA-TFBackbone=ResNet-1012020.04 | 11.4 |