VLCS
Benchmarks
TaskDatasetSOTA resultTrendResults
VLCS
95.74Accuracy
347
VLCS
99.51Acc (Caltech)
139
VLCS (test)
88.8Accuracy
91
VLCS
86.98Accuracy
76
VLCS
99.78Accuracy (Caltech101)
66
VLCS (test)
81.59Average Accuracy
65
VLCS (leave-one-domain-out)
81.14Average Accuracy
42
VLCS
73.5Average Accuracy
31
VLCS Open-Set (DTD, Food101, Caltech101)
88.9AUC (DTD)
28
VLCS
66.98Accuracy (L)
27
VLCS DomainBed (test)
78.4Average OOD Accuracy
27
VLCS TotalHeavyTail setting (test)
75.6Average Accuracy
24
VLCS GINIDG setting (test)
78Average Accuracy
24
VLCS
61.6Average Accuracy
24
VLCS (leave-one-domain-out)
82.9Avg Acc
22
VLCS DomainBed suite (test)
82.4Accuracy
20
VLCS
0.957Accuracy
19
VLCS
80.2OOD Accuracy
18
VLCS
99.5Accuracy (C)
17
VLCS ID/OOD
91.4ID Accuracy
15
VLCS
66.38Average Accuracy
15
VLCS (combined)
95.4ID Accuracy
14
VLCS
84.2Accuracy (Metric 1)
13
VLCS
69.78Forget Accuracy
11
VLCS 5-shot
79.04Accuracy
11