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ResearchFormerly WizWand

Domain Adaptive Few-Shot Open-Set Recognition on Office-Home Real-World to Clipart (test)

39.52Accuracy (%)MORGAN + DAPN
11.096818.475925.85533.2341Sep 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MORGAN + DAPNShots=5-shot2023.0939.5240.68
NSAEVenue=ICCV-21, Paradigm=CDFSL, Shots=5-shot2023.0937.8429.65
AdaMatchVenue=ICLR-22, Paradigm=DA, Shots=5-shot2023.0936.6730.48
MetaoptnetVenue=CVPR-19, Paradigm=FSL, Shots=5-shot2023.0936.5128.63
MORGAN + DAPNShots=1-shot2023.0936.2238.12
MORGANVenue=WACV-23, Paradigm=FSOS, Shots=5-shot2023.0935.3137.43
DAPNVenue=WACV-21, Paradigm=DA-FSL, Shots=5-shot2023.0934.5527.32
NSAEVenue=ICCV-21, Paradigm=CDFSL, Shots=1-shot2023.0934.2628.17
MORGANVenue=WACV-23, Paradigm=FSOS, Shots=1-shot2023.0933.9235.15
MetaoptnetVenue=CVPR-19, Paradigm=FSL, Shots=1-shot2023.0933.7126.62
DAPNVenue=WACV-21, Paradigm=DA-FSL, Shots=1-shot2023.0931.8625.28
AdaMatchVenue=ICLR-22, Paradigm=DA, Shots=1-shot2023.0930.3127.29
PrototypicalNetVenue=NIPS-17, Paradigm=FSL, Shots=5-shot2023.0929.6124.75
PrototypicalNetVenue=NIPS-17, Paradigm=FSL, Shots=1-shot2023.0925.1719.23
OCNVenue=WACV-22, Paradigm=FSOS, Shots=5-shot2023.0924.2823.98
SnaTCHerVenue=CVPR-21, Paradigm=FSOS, Shots=5-shot2023.0923.1225.12
OCNVenue=WACV-22, Paradigm=FSOS, Shots=1-shot2023.0922.6421.32
SnaTCHerVenue=CVPR-21, Paradigm=FSOS, Shots=1-shot2023.0920.3622.15
PEELERVenue=CVPR-20, Paradigm=FSOS, Shots=5-shot2023.0920.1622.24
OpenMaxVenue=CVPR-16, Paradigm=OSR, Shots=5-shot2023.0915.7416.28
PEELERVenue=CVPR-20, Paradigm=FSOS, Shots=1-shot2023.0914.5516.18
OpenMaxVenue=CVPR-16, Paradigm=OSR, Shots=1-shot2023.0912.1914.77