ChangeFormer

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 DetectiononLEVIR-CD
Overall Accuracy· 2022-01-04
99.04
best: 99.2 (TTP)
SOTA
A Transformer-Based Siamese Network for Change Detection arXiv:2201.01293
Change DetectiononLEVIR-CD
F1· 2022-01-04
90.4
best: 92.87 (SChanger-base)
A Transformer-Based Siamese Network for Change Detection arXiv:2201.01293
Change DetectiononLEVIR-CD
IoU· 2022-01-04
82.48
best: 93.69 (C2FNet)
A Transformer-Based Siamese Network for Change Detection arXiv:2201.01293

Methodology2 results

Remote SensingonLEVIR-CD
F1· 2022-01-04
90.4
best: 92.67 (MAE+MTP(ViT-L+RVSA))
A Transformer-Based Siamese Network for Change Detection arXiv:2201.01293
Remote SensingonLEVIR-CD
IoU· 2022-01-04
82.48
best: 85.76 (Changer (Ex, ResNeSt101))
A Transformer-Based Siamese Network for Change Detection arXiv:2201.01293