Post-deployment performance monitoring on Camelyon Institution Shift 17 benchmark leaderboard · SOTA2 Research

Post-deployment performance monitoring on Camelyon Institution Shift 17

0.748R2 ScoreDDBout

Evaluation Results

Method	Links
DDBout2026.04		0.748	0.82	0.646
DDBdeep2026.04		0.693	0.86	0.674
ATC2026.04		0.588	0.802	0.628
ANE2026.04		0.568	0.781	0.603
AC2026.04		0.535	0.793	0.62
CSS2026.04		0.519	0.807	0.608
DDBglobal2026.04		0.477	0.626	0.461
CSS2026.04		0.476	0.691	0.508
ID Accuracy2026.04		0.423	0.65	0.48
CSS2026.04		0.417	0.661	0.519
MDE2026.04		0.347	0.717	0.502
alpha-ReQ2026.04		0.299	0.275	0.2
CSS2026.04		0.298	0.531	0.355
Sharpness2026.04		0.097	0.204	0.146
RANKME2026.04		0.089	0.225	0.169
CSS2026.04		0.069	0.249	0.173
ANE2026.04		0.038	0.033	0.034
MDE2026.04		0.036	0.273	0.187
AC2026.04		0.035	0.058	0.055
ATC2026.04		0.028	0.069	0.063
α-ReQ2026.04		0.024	0.132	0.087
RANKME2026.04		0.02	0.193	0.152
CSS2026.04		0.012	0.133	0.087