PACS
Benchmarks
TaskDatasetSOTA resultTrendResults
PACS
99.92Accuracy
323
PACS
97.99Overall Average Accuracy
299
PACS (test)
99.7Average Accuracy
281
PACS (test)
97.51Average Accuracy
279
PACS (leave-one-domain-out)
97.85Art Accuracy
152
PACS
98.47Accuracy
130
PACS (leave-one-domain-out)
90.35Acc (Art painting)
112
PACS v1 (test)
87.83Average Accuracy
92
PACS (test)
82.73Accuracy (Art Painting)
76
PACS (out-of-domain)
96.3Overall Accuracy
63
PACS
0.924R2
50
PACS
88.09Accuracy (P)
44
PACS Photo
0.48ECE
39
PACS (leave-one-domain-out)
97.92P Accuracy
39
PACS
98.77Acc (Art Painting)
39
PACS
97Accuracy
37
PACS OOD (test)
97.3Average Accuracy
31
PACS Sketch
1.54ECE
30
PACS Cartoon
2.04ECE
30
PACS Art
2.12ECE
30
PACS (test)
72.2Average Domain Transfer Accuracy
30
PACS DomainBed (test)
97.2Accuracy
29
PACS Open-Set DTD Food101 Caltech101
99.6DTD AUC
28
PACS
99.2Performance (P)
27
PACS 23 (test)
97.05Acc (Photo)
26