Image Classification Robustness on PACS Sketch benchmark leaderboard · SOTA2 Research

Image Classification Robustness on PACS Sketch

81.14Accuracy (0% Attack Rate)Tent+SAFER-A

Evaluation Results

Method	Links
Tent+SAFER-A2026.06		81.14	66.61
Tent+SAFER2026.06		80.28	76.33
TSD2026.06		78.9	32.72
TSD+SAFER-A2026.06		78.62	64.82
Tent2026.06		78.31	29.91
PL+SAFER-A2026.06		77.76	64.43
TSD+SAFER2026.06		76	71.45
Tent+MedBN2026.06		75.35	26.73
PL+SAFER2026.06		74.73	70.61
TeSLA2026.06		74.16	52.93
EATA2026.06		73	28.54
PL2026.06		72.91	28.34
ERM2026.06		71.1	55.61
Robust ERM2026.06		58.45	58.29