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ResearchFormerly WizWand

Segmentation on Robust-Seg (NDD20, STREETS, FSS-1000) Degrade 1.0

0.8195mIoURobustSAM
0.7693720.7823860.79540.808414Jun 13, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RobustSAMZero-shot=true, Prompt=Point2024.060.819597.78
HQ-SAM-FZero-shot=true, Prompt=Point, Fine-tuned=true2024.060.808296.2
HQ-SAMZero-shot=true, Prompt=Point2024.060.807996.17
AirNet-F+SAMZero-shot=true, Prompt=Point, Restoration=AirNet, Fine-tuned=true2024.060.799296.35
AirNet+SAMZero-shot=true, Prompt=Point, Restoration=AirNet2024.060.798896.29
SAMZero-shot=true, Prompt=Point2024.060.798195.55
MPR-Net+SAMZero-shot=true, Prompt=Point, Restoration=MPR-Net2024.060.796995.85
SwinIR-F+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR, Fine-tuned=true2024.060.795695.53
SwinIR+SAMZero-shot=true, Prompt=Point, Restoration=SwinIR2024.060.795195.43
URIE+SAMZero-shot=true, Prompt=Point, Restoration=URIE2024.060.790495.93
MW-Net-F+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net, Fine-tuned=true2024.060.772294.4
MW-Net+SAMZero-shot=true, Prompt=Point, Restoration=MW-Net2024.060.771394.32