TinyCD

Reported on 5 benchmarks across 1 task · 1 paper · 3 SOTA

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

Methodology5 results

Remote SensingonWHU Building Dataset
F1· 2022-07-26
91.74
best: 96.69 (SiamixFormer-5)
SOTA
TINYCD: A (Not So) Deep Learning Model For Change Detection arXiv:2207.13159
Remote SensingonWHU Building Dataset
IoU· 2022-07-26
84.74
best: 93.58 (SiamixFormer-5)
SOTA
TINYCD: A (Not So) Deep Learning Model For Change Detection arXiv:2207.13159
Remote SensingonLEVIR-CD
Params(M)· uses extra data· 2022-07-26
0.28
best: 335 (IMP+MTP(InternImage-XL))
SOTA
TINYCD: A (Not So) Deep Learning Model For Change Detection arXiv:2207.13159
Remote SensingonLEVIR-CD
F1· uses extra data· 2022-07-26
91.05
best: 92.67 (MAE+MTP(ViT-L+RVSA))
TINYCD: A (Not So) Deep Learning Model For Change Detection arXiv:2207.13159
Remote SensingonLEVIR-CD
IoU· uses extra data· 2022-07-26
83.57
best: 85.76 (Changer (Ex, ResNeSt101))
TINYCD: A (Not So) Deep Learning Model For Change Detection arXiv:2207.13159