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Models/GDD (SD-1.5 Backbone)

GDD (SD-1.5 Backbone)

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Methodology8 results

3DonCityscapes
mPC [AP]· 2025-03-03
24.1
best: 27.4 (FGT (SD-1.5 Backbone))
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
3DonDWD
mPC [AP50]· 2025-03-03
40.5
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
2D ClassificationonCityscapes
mPC [AP]· 2025-03-03
24.1
best: 27.4 (FGT (SD-1.5 Backbone))
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
2D ClassificationonDWD
mPC [AP50]· 2025-03-03
40.5
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
2D Object DetectiononCityscapes
mPC [AP]· 2025-03-03
24.1
best: 27.4 (FGT (SD-1.5 Backbone))
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
2D Object DetectiononDWD
mPC [AP50]· 2025-03-03
40.5
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
16konCityscapes
mPC [AP]· 2025-03-03
24.1
best: 27.4 (FGT (SD-1.5 Backbone))
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
16konDWD
mPC [AP50]· 2025-03-03
40.5
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101

Computer Vision2 results

Object DetectiononCityscapes
mPC [AP]· 2025-03-03
24.1
best: 27.4 (FGT (SD-1.5 Backbone))
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101
Object DetectiononDWD
mPC [AP50]· 2025-03-03
40.5
SOTA
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection arXiv:2503.02101