Classification Model Monitoring on CIFAR10
1.01Relative Error vs RandomStratified
Evaluation Results
| Method | Links | |
|---|---|---|
| StratifiedSample size=200, Strata=BR-BIN, Proposal=-2026.01 | 1.01 | |
| ImportanceSample size=200, Strata=-, Proposal=q(x) ∝ score^0.502026.01 | 1.12 | |
| StratifiedSample size=750, Strata=BR-BIN, Proposal=-2026.01 | 1.21 | |
| SISSample size=750, Strata=BR-BIN, Proposal=q(x) ∝ score^0.502026.01 | 1.59 | |
| ImportanceSample size=750, Strata=-, Proposal=q(x) ∝ score^0.502026.01 | 1.62 | |
| SISSample size=200, Strata=BR-BIN, Proposal=q(x) ∝ score^0.502026.01 | 1.66 |