COIL
Benchmarks
TaskDatasetSOTA resultTrendResults
Coil20
79.2Accuracy
5
Coil20
86.4NMI
5
COIL3 (ood)
100Beta-VAE
5
COIL3 (iid)
100Beta-VAE
5
COIL-100
75.6Centroid Triplet Accuracy
5
Coil100
95.2Accuracy
5
COIL20
79.9Triplet Centroid Accuracy
5
COIL20
0.998Trustworthiness
5
COIL
0.995AUC
5
COIL-100
100SRC Accuracy
4
COIL-20
33Adjacent Error Count
4
COIL-20 cup images processed (leave-one-out cross-validation)
1,073.4SSE
4
COIL3 ood restricted (right-most rotation) (test)
0Seen Prediction Error
4
COIL3 iid restricted (test)
0Seen Prediction Error
4
COIL20 (30% outliers)
66.85Accuracy
4
COIL-20
0.95ARI
4
COIL-20
76.5Recall@15
3
coil-20
0.309ARI
3
COIL
570Avg Samples per Episode
3
COIL-20
89.4Accuracy
3
COIL-20
0.156Average K
1
COIL-100
98.9SVM Accuracy
1
COIL
1I(epsilon) Bound
1
COIL
—Primary metric
0
COIL20
—Primary metric
0