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Benchmarks
5-way Image Classification on CUB (test)
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0.93
ECE
ProtoNet
0.23
4.955
9.68
14.405
Oct 11, 2019
ECE
Updated 4d ago
Evaluation Results
Method
Method
Links
ECE
ProtoNet
shots=5-shot
2019.10
0.93
ProtoNet
shots=1-shot
2019.10
1.07
MAML
shots=1-shot
2019.10
1.14
DKT + BNCosSim
shots=5-shot
2019.10
1.15
Baseline++
shots=5-shot
2019.10
2.04
MatchingNet
shots=5-shot
2019.10
2.23
MAML
shots=5-shot
2019.10
2.47
DKT + BNCosSim
shots=1-shot
2019.10
2.62
RelationNet
shots=5-shot
2019.10
2.8
MatchingNet
shots=1-shot
2019.10
3.11
RelationNet
shots=1-shot
2019.10
4.13
Baseline++
shots=1-shot
2019.10
4.91
Feature Transfer
shots=1-shot
2019.10
12.57
Feature Transfer
shots=5-shot
2019.10
18.43
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