Changer (Ex, ResNet-18)

Reported on 5 benchmarks across 2 tasks · 1 paper · 1 SOTA

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

Computer Vision3 results

Change DetectiononS2Looking
F1-Score· 2022-09-17
66.2
best: 68.95 (SChanger-base)
SOTA
Changer: Feature Interaction is What You Need for Change Detection arXiv:2209.08290
Change DetectiononLEVIR-CD
F1· 2022-09-17
91.77
best: 92.87 (SChanger-base)
Changer: Feature Interaction is What You Need for Change Detection arXiv:2209.08290
Change DetectiononLEVIR-CD
IoU· 2022-09-17
84.8
best: 93.69 (C2FNet)
Changer: Feature Interaction is What You Need for Change Detection arXiv:2209.08290

Methodology2 results

Remote SensingonLEVIR-CD
F1· 2022-09-17
91.77
best: 92.67 (MAE+MTP(ViT-L+RVSA))
Changer: Feature Interaction is What You Need for Change Detection arXiv:2209.08290
Remote SensingonLEVIR-CD
IoU· 2022-09-17
84.8
best: 85.76 (Changer (Ex, ResNeSt101))
Changer: Feature Interaction is What You Need for Change Detection arXiv:2209.08290