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NICO

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationNICO (test)
Top-1 Acc85.16
36
Image ClassificationNICO++ OOD
Accuracy76.2
24
Risky sample generationNICO++
Error Rate (%)12.8
12
Image GenerationNICO++
FID17.3
12
Image ClassificationNICO (val)
Accuracy56.05
12
Domain ConversionNICO++
AUT24.35
10
Image ClassificationNICO Animal (unseen)
Eating Accuracy91.3
9
Class-incremental image classificationNICO++ C (test)
Accuracy (T1)90.38
8
Class-incremental image classificationNICO++ U (test)
Accuracy (T1)98.03
8
Image ClassificationNICO
Animal Accuracy0.8523
8
Domain-Incremental ClassificationNICO_C (test)
Accuracy (T1)67.83
6
Domain-Incremental ClassificationNICO_U (test)
Accuracy (T1)69.22
6
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