PACS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PACS multi-source ResNet-18
92.7Acc (A)
13
PACS ResNet50 (test)
97.58Photo Accuracy
12
PACS Open Domain (test)
59.32Accuracy (Art)
12
PACS (test)
100Original Forgetting
12
PACS
3.75Efficiency Score (E)
12
PACS
22Steps above reference threshold
12
PACS
14.5Error Rate
12
PACS
46.1FID
12
PACS
86.2Accuracy (H=1)
12
PACS (test)
69.8Accuracy (Art Domain)
12
PACS (train test)
87.2Art Painting Accuracy
12
PACS (train)
66.2Acc (Art Painting)
12
PACS (test)
77.37Forget Accuracy
11
PACS 54 (test)
97.3Accuracy (P Domain)
11
PACS 5-shot
93.72Accuracy
11
PACS 1-shot
92.71Acc
11
PACS Target Sketch
65Accuracy
11
PACS Photo
91.8Accuracy
11
PACS Cartoon
72.3Accuracy
11
PACS Art Painting
66.2Accuracy
11
PACS (test)
98.06Photo Accuracy
10
PACS
90.24AP
10
PACS
98.33Average Accuracy
10
PACS
90.43Accuracy (Photo)
10
PACS
0.98Communication Overhead (MB)
10