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Benchmarks
5-way 5-shot Cross-Domain Few-Shot Classification on MiniImageNet -> CUB (test)
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70.79
Accuracy
PMCE
53.5156
58.0003
62.485
66.9697
Jan 20, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
PMCE
Semantic=Yes
2026.01
70.79
LDP-net
Semantic=No
2026.01
70.39
FLoR
Semantic=No
2026.01
70.39
TA-MLA
Semantic=Yes
2026.01
69.92
ProtoNet
Semantic=No
2026.01
69.28
RelationNet
Semantic=No
2026.01
68.98
StyleAdv
Semantic=No
2026.01
68.72
GNN + FT
Semantic=No
2026.01
66.98
MIFN+Ltri
Semantic=Yes
2026.01
66.3
SimpleShot
Semantic=No
2026.01
65.63
MIFN
Semantic=Yes
2026.01
65.33
TPN-FAP
Semantic=Yes
2026.01
64.17
MN + AFA
Semantic=No
2026.01
59.46
MatchNet
Semantic=No
2026.01
56.53
MAML
Semantic=No
2026.01
54.18
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