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ResearchFormerly WizWand

Semantic Segmentation on RIM-One target domain

95.9Dice (Disc)L_sup
73.85279.57685.391.024Jul 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
L_suptarget_data_percentage=50%2021.0795.983.4
Polyformerloss_components=L_sup + L_adv + K2021.0791.375.8
Polyformerloss_components=L_sup + K2021.079075.3
DA-ADVfine-tuning_strategy=tune whole model2021.0788.572.5
ADDAloss_components=L_sup + L_adv2021.0787.472.6
DA-ADVfine-tuning_strategy=tune last two layers2021.0787.273
L_suptraining_data=target-only2021.0787.166.5
CellSegSSDAloss_components=L_sup + L_adv (mask) + L_recon2021.0786.975.6
RevGradloss_components=L_sup + L_adv2021.078673.2
L_suptraining_data=source + target2021.0783.171.5
U-Nettraining_data=source-only2021.0781.970.8
CycleGAN + L_suptraining_data=source2021.0774.769