Blobs
Benchmarks
TaskDatasetSOTA resultTrendResults
Blobs
100Validity
17
blobs
92.15ARI
7
Blobs 40% missing
1.28Average Singular-Value Discrepancy
5
Blobs 20% missing
0.63Average SVD Discrepancy
5
Blobs 0% missing
0.43Average Singular-Value Discrepancy
5
Blobs pmiss=40%
0.44Frob Mean Diff
5
Blobs pmiss=20%
0.19Frobenius Mean Difference
5
Blobs pmiss=0%
0.09Frobenius Norm Difference (Mean)
5
Blobs pmiss 40%
1.01Mean Absolute Entry Difference
5
Blobs pmiss 20%
0.99Mean Absolute Entry Difference
5
Blobs pmiss 0%
0.98Mean Absolute Entry Difference
5
Blobs pmiss=40% (simulation)
0.017MMD
5
Blobs pmiss=20% simulation
0.01MMD
5
Blobs pmiss=0% simulation
0.004MMD
5
Blobs
7.72Running Time (ms)
5
Blobs
89ARI
4
Blobs 1.7 (test)
0.016Expected Calibration Error
3
Blobs 1.3 (test)
1.7Expected Calibration Error (ECE)
3