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ResearchFormerly WizWand

Domain Adaptive Few-Shot Open-Set Recognition on DomainNet Real to Clipart

0.4064AccuracyMORGAN + DAPN
0.1364160.2065080.27660.346692Sep 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MORGAN + DAPNShots=5-shot2023.090.40640.4145
DAPNShots=5-shot2023.090.40470.3142
NSAEShots=5-shot2023.090.39110.2932
MetaoptnetShots=5-shot2023.090.38450.3077
DAPNShots=1-shot2023.090.38440.2973
AdaMatchShots=5-shot2023.090.37910.3121
MORGAN + DAPNShots=1-shot2023.090.36580.3441
NSAEShots=1-shot2023.090.36330.2825
MORGANShots=5-shot2023.090.36250.3444
MetaoptnetShots=1-shot2023.090.35160.2719
AdaMatchShots=1-shot2023.090.34530.3036
MORGANShots=1-shot2023.090.33150.3243
PrototypicalNetShots=5-shot2023.090.31670.2343
PrototypicalNetShots=1-shot2023.090.28150.2302
SnaTCHerShots=5-shot2023.090.26130.2716
OCNShots=5-shot2023.090.25860.2562
OCNShots=1-shot2023.090.24110.2392
SnaTCHerShots=1-shot2023.090.23790.2517
PEELERShots=5-shot2023.090.22520.2414
PEELERShots=1-shot2023.090.18810.2028
OpenMaxShots=5-shot2023.090.16260.1738
OpenMaxShots=1-shot2023.090.14680.1625