COIL
Benchmarks
TaskDatasetSOTA resultTrendResults
coil-20
90.1AMI
9
COIL20
98.3NMI
9
COIL-20 (full)
1NMI
9
COIL-100 (OOD)
83.7SSIM
8
coil20
0.014Angular Distortion Index (Class)
8
coil100 (test)
0.016Class Angular Distortion Index
8
COIL (test)
56Accuracy
8
COIL-100 Scattered
0.984ACC
8
COIL-40 Scattered
100Accuracy
8
COIL-20
94.8Distance Correlation
7
COIL 2000
0.739Mean AUC-ROC
7
COIL-DEL
89.6Accuracy
7
coil 2000
94Accuracy
7
coil-20 (test)
0.207COLLAB. SIL
7
coil-20
62.7Collaborative ARI
7
Coil 2000
110.799Phi
6
COIL-100
0.451Minimum Hold-out Error
6
COIL-100
67Execution Time (s)
6
COIL-100
99.9BP Top-1 Accuracy
6
COIL-20 Regime 2: High-Complexity
0.731MSE
6
coil_20 Regime 1: Low-Complexity
0.274MSE
6
COIL-20
74Purity
6
Coil20
86.3SMD
6
COIL-100
5.53Runtime (s)
6
COIL-20 16D space (test)
94.9L. C. Score
5