COIL
Benchmarks
TaskDatasetSOTA resultTrendResults
COIL1 → COIL2
0.908mAP
104
COIL-20
1Accuracy
96
COIL-100 1.0 (test)
0.349Relative Reconstruction Error
48
COIL-100
2.455Average Iteration Time (s)
48
COIL-20
79.3ACC
47
COIL-20
1NMI
29
COIL-100
94.4ACC
28
COIL20
100AC
28
COIL-100
0.985NMI
28
coil 2000
61.9F1-Score
25
COIL
1.87Kernel Approximation Error
16
COIL-20 (train)
88.211Accuracy
15
COIL 2
100Beta-VAE
15
COIL3
1Beta-VAE
15
COIL-20 (test)
95.97Classification Accuracy (ACCcls)
15
coil-20
0.849ARI
14
COIL20
2.14Clustering Error
14
COIL
99.7ACC
12
COIL100
0.916AC
12
COIL-10 V=3, N=720
99.91ACC
11
COIL-100 (test)
91.17Accuracy
11
COIL
87.67Accuracy
10
COIL-40
92.2ACC
10
Coil20
82Clustering Purity
9
COIL-100
91.9AMI
9