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ResearchFormerly WizWand

Low-shot recognition on CO3D-LS (test)

81.5AccuracyRFS
39.22450.199561.17572.1505Nov 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RFSN-way=5-way, K-shot=5-shot2022.1181.5
SimpleShotN-way=5-way, K-shot=5-shot2022.1179.18
FEATN-way=5-way, K-shot=5-shot2022.1179.04
SupMoCoN-way=5-way, K-shot=5-shot2022.1178.72
VISPE++ (MoCoV2)N-way=5-way, K-shot=5-shot2022.1176.3
DOPEN-way=5-way, K-shot=5-shot2022.1175.16
VISPE++ (SimSiam)N-way=5-way, K-shot=5-shot2022.1174.29
RFSN-way=10-way, K-shot=5-shot2022.1171.89
VISPEN-way=5-way, K-shot=5-shot2022.1170.12
FEATN-way=10-way, K-shot=5-shot2022.1169.66
SimpleShotN-way=10-way, K-shot=5-shot2022.1168.32
SupMoCoN-way=10-way, K-shot=5-shot2022.1167.84
VISPE++ (MoCoV2)N-way=10-way, K-shot=5-shot2022.1164.98
FEATN-way=5-way, K-shot=1-shot2022.1164.48
DOPEN-way=10-way, K-shot=5-shot2022.1162.97
VISPE++ (SimSiam)N-way=10-way, K-shot=5-shot2022.1162.88
RFSN-way=5-way, K-shot=1-shot2022.1162.59
SimpleShotN-way=5-way, K-shot=1-shot2022.1162.44
SupMoCoN-way=5-way, K-shot=1-shot2022.1162.34
DOPEN-way=5-way, K-shot=1-shot2022.1161.77
VISPE++ (MoCoV2)N-way=5-way, K-shot=1-shot2022.1160.25
VISPEN-way=10-way, K-shot=5-shot2022.1156.46
VISPE++ (SimSiam)N-way=5-way, K-shot=1-shot2022.1156.02
VISPEN-way=5-way, K-shot=1-shot2022.1154.68
FEATN-way=10-way, K-shot=1-shot2022.1151.58
RFSN-way=10-way, K-shot=1-shot2022.1150.16
SimpleShotN-way=10-way, K-shot=1-shot2022.1149.43
SupMoCoN-way=10-way, K-shot=1-shot2022.1148.79
DOPEN-way=10-way, K-shot=1-shot2022.1148.07
VISPE++ (MoCoV2)N-way=10-way, K-shot=1-shot2022.1147.09
VISPE++ (SimSiam)N-way=10-way, K-shot=1-shot2022.1143.45
VISPEN-way=10-way, K-shot=1-shot2022.1140.85