DiffMatch

Reported on 4 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.

Computer Vision4 results

Change DetectiononWHU - 5% labeled data
IoU· 2024-05-08
81.8
SOTA
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector arXiv:2405.04788
Change DetectiononWHU - 10% labeled data
IoU· 2024-05-08
83.2
SOTA
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector arXiv:2405.04788
Change DetectiononLEVIR-CD - 5% labeled data
IoU· 2024-05-08
81.9
best: 83.3 (UniMatch V2)
SOTA
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector arXiv:2405.04788
Change DetectiononLEVIR-CD - 10% labeled data
IoU· 2024-05-08
82.6
best: 83.8 (UniMatch V2)
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector arXiv:2405.04788