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ObjectNet

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationObjectNet
Top-1 Accuracy84.9
177
Image ClassificationObjectNet (test)
R@152
43
Class-Incremental LearningObjectNet
Average Accuracy83.8
40
Image ClassificationObjectNet (val)
Top-1 Acc87.6
12
Selective classificationObjectNet (ON)
AURC0.333
11
Image ClassificationObjectNet-9 distribution-shifted (test)
Test Accuracy31.38
10
Uncertainty Quantification for Object Classification in Unusual PosesObjectNet (test)
Rejection Accuracy @ 90%68.7
9
Image ClassificationObjectNet (OOD)
Top-1 Acc39.9
9
Image ClassificationObjectNet 1.0 (test)
Top-1 Accuracy72.3
7
Image ClassificationObjectNet 113 shared classes
Accuracy69.2
5
Image ClassificationObjectNet latest (test)
Top-1 Acc26.6
5
ClassificationObjectNet (ObjNet) (test)
Top-1 Accuracy21
4
Continual LearningObjectNet (OB)
Accuracy83.8
3
Image ClassificationObjectNet v1 (val)
Top-1 Accuracy42.62
3
Image ClassificationObjectNet standard (test)
Top-1 Acc72
2
Continual LearningObjectNet (OB) (test)
Accuracy-
0
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