Amazon Photo
Benchmarks
TaskDatasetSOTA resultTrendResults
Amazon Photo (test)
96.54Accuracy
112
Amazon Photo Standard (test)
91.64Accuracy
18
Amazon-Photo 20 clients partition
94.51Accuracy
15
Amazon-Photo 10 clients partition
94.75Accuracy
15
Amazon-Photo 5 clients partition
93.98Accuracy
15
Amazon Photo (transductive)
92.8Accuracy
15
Amazon Photo (Rest nodes)
92Accuracy
11
Amazon Photo (random 60/20/20 split)
94.7Accuracy (%)
10
Amazon Photo 50% Feat. noise
94.2Accuracy
10
Amazon Photo 50% Feat. mask
91.9Accuracy
10
Amazon Photo (50% Edge drop)
94Accuracy
10
Amazon Photo (Clean)
94.4Accuracy (%)
10
Amazon Photo 20% Uniform Noise (test)
87.3Accuracy
10
Amazon Photo semi-supervised (test)
92.16Accuracy
10
Amazon Photo (dense)
91.93Mean Accuracy
9
Amazon Photo tail nodes
89.28Accuracy
8
Amazon Photo head nodes
95.28Accuracy
8
Amazon Photo (train)
99.9Accuracy
8
AMAZON PHOTO (unseen)
70.8AUC
7
Amazon Photo semi-supervised inductive
0.906Accuracy
7
Amazon Photo semi-supervised transductive
90.54Accuracy
7
Amazon Photo full-supervised transductive
94.36Accuracy
7
Amazon Photo (inductive)
91.5Accuracy
3
Amazon Photo (production)
92.38Accuracy
3
Amazon-Photo 2-class (modified)
84.37Accuracy
2