Post-deployment Performance Monitoring on ImageNet Adversarial + Style
0.953R2CSS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CSSRepresentation=Vector, Metric=SRCC2026.04 | 0.953 | 0.961 | 0.855 | |
| ATC2026.04 | 0.942 | 0.957 | 0.861 | |
| AC2026.04 | 0.928 | 0.943 | 0.839 | |
| ANE2026.04 | 0.921 | 0.942 | 0.833 | |
| CSSRepresentation=Graph, Metric=Jaccard2026.04 | 0.862 | 0.925 | 0.781 | |
| MDE2026.04 | 0.829 | 0.897 | 0.754 | |
| CSSRepresentation=Vector, Metric=cosine2026.04 | 0.741 | 0.916 | 0.764 | |
| RANKME2026.04 | 0.666 | 0.901 | 0.729 | |
| CSSRepresentation=Vector, Metric=ℓ22026.04 | 0.654 | 0.859 | 0.694 | |
| α-ReQ2026.04 | 0.419 | 0.714 | 0.547 | |
| CSSRepresentation=Graph, Metric=NetLSD2026.04 | 0.145 | 0.35 | 0.243 | |
| CSSRepresentation=Graph, Metric=Laplacian2026.04 | 0.055 | 0.135 | 0.087 |