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ResearchFormerly WizWand

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

45.81AccuracyMORGAN + DAPN
14.45422.594530.73538.8755Sep 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MORGAN + DAPNShots=5-shot2023.0945.8142.26
DAPNShots=5-shot2023.0945.5738.75
DAPNShots=1-shot2023.0943.4935.27
NSAEShots=5-shot2023.0943.1435.23
MORGANShots=5-shot2023.0942.0539.86
MORGAN + DAPNShots=1-shot2023.0941.7739.45
MetaoptnetShots=5-shot2023.0940.4232.37
NSAEShots=1-shot2023.0940.1433.19
MORGANShots=1-shot2023.0939.2238.07
MetaoptnetShots=1-shot2023.0937.2129.56
AdaMatchShots=5-shot2023.0933.5728.38
OCNShots=5-shot2023.0931.3529.89
PrototypicalNetShots=5-shot2023.0931.2824.98
AdaMatchShots=1-shot2023.0930.8426.34
SnaTCHerShots=5-shot2023.0928.4126.72
OCNShots=1-shot2023.0927.6526.64
PrototypicalNetShots=1-shot2023.0927.5922.18
SnaTCHerShots=1-shot2023.0925.1824.56
PEELERShots=5-shot2023.0924.8225.12
PEELERShots=1-shot2023.0922.6423.04
OpenMaxShots=5-shot2023.0920.2119.45
OpenMaxShots=1-shot2023.0915.6617.01