Post-deployment performance monitoring on PACS Style Shift
0.913R2DDBglobal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DDBglobalvariant=global2026.04 | 0.913 | 0.921 | 0.783 | |
| CSSRepresentation=Vector, Metric=SRCC2026.04 | 0.912 | 0.983 | 0.944 | |
| DDBdeepvariant=deep2026.04 | 0.891 | 0.908 | 0.767 | |
| DDBoutvariant=output-level2026.04 | 0.862 | 0.897 | 0.731 | |
| ID Accuracy2026.04 | 0.765 | 0.878 | 0.72 | |
| CSSRepresentation=Graph, Metric=Jaccard2026.04 | 0.759 | 0.883 | 0.722 | |
| AC2026.04 | 0.646 | 0.755 | 0.582 | |
| ATC2026.04 | 0.645 | 0.617 | 0.444 | |
| ANE2026.04 | 0.608 | 0.728 | 0.554 | |
| ATC2026.04 | 0.555 | 0.72 | 0.574 | |
| alpha-ReQ2026.04 | 0.495 | 0.641 | 0.474 | |
| CSSRepresentation=Graph, Metric=Laplacian2026.04 | 0.383 | 0.483 | 0.5 | |
| RANKME2026.04 | 0.379 | 0.386 | 0.266 | |
| MDE2026.04 | 0.345 | 0.65 | 0.478 | |
| CSSRepresentation=Vector, Metric=cosine2026.04 | 0.339 | 0.45 | 0.278 | |
| α-ReQ2026.04 | 0.325 | 0.65 | 0.5 | |
| ANE2026.04 | 0.105 | 0.2 | 0.222 | |
| RANKME2026.04 | 0.1 | 0.6 | 0.5 | |
| CSSRepresentation=Graph, Metric=NetLSD2026.04 | 0.092 | 0.183 | 0.167 | |
| Sharpness2026.04 | 0.048 | 0.075 | 0.037 | |
| AC2026.04 | 0.031 | 0.117 | 0.111 | |
| CSSRepresentation=Vector, Metric=ℓ22026.04 | 0.028 | 0.5 | 0.389 | |
| MDE2026.04 | 0.002 | 0.217 | 0.222 |