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Few-shot classification on Cars cross-domain from tiered-ImageNet
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59.01
Accuracy
ProtoNet + SiMT
35.3604
41.5002
47.64
53.7798
Oct 11, 2022
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ProtoNet + SiMT
Shots=5-shot, Ways=5-w...
2022.10
59.01
MetaSGD + SiMT
Shots=5-shot, Ways=5-w...
2022.10
57.97
ProtoNet
Shots=5-shot, Ways=5-w...
2022.10
57.23
MetaSGD
Shots=5-shot, Ways=5-w...
2022.10
56.28
ANIL + SiMT
Shots=5-shot, Ways=5-w...
2022.10
54.6
MAML + SiMT
Shots=5-shot, Ways=5-w...
2022.10
51.88
MAML
Shots=5-shot, Ways=5-w...
2022.10
51.08
ANIL
Shots=5-shot, Ways=5-w...
2022.10
50.5
MetaSGD + SiMT
Shots=1-shot, Ways=5-w...
2022.10
38.69
MetaSGD
Shots=1-shot, Ways=5-w...
2022.10
38.09
ProtoNet + SiMT
Shots=1-shot, Ways=5-w...
2022.10
38.07
ProtoNet
Shots=1-shot, Ways=5-w...
2022.10
37.59
MAML + SiMT
Shots=1-shot, Ways=5-w...
2022.10
37.21
ANIL + SiMT
Shots=1-shot, Ways=5-w...
2022.10
36.92
MAML
Shots=1-shot, Ways=5-w...
2022.10
36.62
ANIL
Shots=1-shot, Ways=5-w...
2022.10
36.27
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