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Models/HCGMNet

HCGMNet

Reported on 50 benchmarks across 1 task · 1 paper · 41 SOTA

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

Computer Vision50 results

Change DetectiononSYSU-CD
F1· 2023-02-21
79.76
best: 84.58 (SChanger-small)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononSYSU-CD
IoU· 2023-02-21
66.33
best: 71.1 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononSYSU-CD
KC· 2023-02-21
74.11
best: 78.13 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononSYSU-CD
OA· 2023-02-21
91.12
best: 92.3 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononSYSU-CD
Precision· 2023-02-21
86.28
best: 87.07 (MaskCD)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononSYSU-CD
Recall· 2023-02-21
74.15
best: 87.25 (CDMaskFormer)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononGoogleGZ-CD
F1· 2023-02-21
85.71
best: 86.86 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononGoogleGZ-CD
IoU· 2023-02-21
74.99
best: 76.77 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononGoogleGZ-CD
KC· 2023-02-21
80.94
best: 82.48 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononGoogleGZ-CD
Overal Accuracy· 2023-02-21
92.85
best: 93.43 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononGoogleGZ-CD
Precision· 2023-02-21
84.25
best: 88.07 (CGNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononGoogleGZ-CD
Recall· 2023-02-21
87.22
best: 88.31 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR+
F1· 2023-02-21
82.37
best: 88.39 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR+
IoU· 2023-02-21
70.03
best: 79.2 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR+
KC· 2023-02-21
81.63
best: 87.91 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR+
OA· 2023-02-21
98.57
best: 99.06 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR+
Prcision· 2023-02-21
82.81
best: 89.24 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR+
Recall· 2023-02-21
81.94
best: 87.57 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononDSIFN-CD
KC· 2023-02-21
41.53
best: 55.62 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononDSIFN-CD
Precision· 2023-02-21
40.57
best: 90.54 (FTAN)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononDSIFN-CD
Recall· 2023-02-21
85.35
best: 88.61 (FTAN)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononWHU-CD
IoU· 2023-02-21
85.33
best: 90.92 (CLAFA-LWGANet L2)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononWHU-CD
KC· 2023-02-21
91.8
best: 94.14 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononWHU-CD
Overall Accuracy· 2023-02-21
99.45
best: 99.58 (ChangeMamba)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononWHU-CD
Precision· 2023-02-21
93.93
best: 96.57 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononWHU-CD
Recall· 2023-02-21
90.31
best: 93.6 (BiFA)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR-CD
F1-score· 2023-02-21
91.77
best: 99.18 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR-CD
Overall Accuracy· 2023-02-21
99.18
best: 99.2 (TTP)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR-CD
Precision· 2023-02-21
92.96
best: 93.4 (ChangeCLIP)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR-CD
Recall· 2023-02-21
90.61
best: 91.7 (TTP)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononS2Looking
F1· 2023-02-21
63.87
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononS2Looking
IoU· 2023-02-21
46.91
best: 50.96 (LSKNet-S)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononS2Looking
KC· 2023-02-21
63.48
best: 63.93 (CGNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononS2Looking
OA· 2023-02-21
99.22
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononS2Looking
Precision· 2023-02-21
72.51
best: 74.84 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononS2Looking
Recall· 2023-02-21
57.06
best: 63.64 (LSKNet-S)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononCDD Dataset (season-varying)
F1· 2023-02-21
95.07
best: 97.89 (ChangeCLIP)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononCDD Dataset (season-varying)
IoU· 2023-02-21
90.6
best: 95.87 (ChangeCLIP)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononCDD Dataset (season-varying)
KC· 2023-02-21
94.4
best: 95.39 (C2FNet)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononCDD Dataset (season-varying)
Precision· 2023-02-21
93.84
best: 98.02 (ChangeCLIP)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononCDD Dataset (season-varying)
Recall· 2023-02-21
96.34
best: 97.77 (ChangeCLIP)
SOTA
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononDSIFN-CD
F1· 2023-02-21
55
best: 96.65 (DDPM-CD)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononDSIFN-CD
IoU· 2023-02-21
37.93
best: 81.1 (FTAN)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononDSIFN-CD
Overall Accuracy· 2023-02-21
76.26
best: 97.09 (DDPM-CD)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononWHU-CD
F1· 2023-02-21
92.08
best: 95.24 (CLAFA-LWGANet L2)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR-CD
F1· 2023-02-21
91.77
best: 92.87 (SChanger-base)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononLEVIR-CD
IoU· 2023-02-21
84.79
best: 93.69 (C2FNet)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononS2Looking
F1-Score· 2023-02-21
63.87
best: 68.95 (SChanger-base)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononCDD Dataset (season-varying)
F1-Score· 2023-02-21
95.07
best: 98.42 (P2V-CD)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420
Change DetectiononCDD Dataset (season-varying)
Overall Accuracy· 2023-02-21
98.82
best: 99.48 (ChangeCLIP)
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection arXiv:2302.10420