OOD Detection on GastroVision benchmark leaderboard · SOTA2 Research

OOD Detection on GastroVision

85.84AUROCDBMF

Evaluation Results

Method	Links
DBMF2026.04		85.84	51.9
NERO2026.04		82.03	76.74
DBMF2026.04		81.51	67.6
NECO2026.04		79.81	71.61
NECO2026.04		76.95	81.92
ViM2026.04		76.69	78.37
NERO2026.04		75.95	74.33
Mahalanobis2026.04		75.68	81.43
Energy2026.04		75.35	83.68
MaxLogit2026.04		75.11	84.2
Energy+ReAct2026.04		73.42	83.22
ODIN2026.04		73.37	83.68
ViM2026.04		72.7	76.98
Entropy2026.04		70.34	90.19
Energy2026.04		70.31	79.79
MaxLogit2026.04		70.08	80.44
MSP2026.04		70	90.74
ODIN2026.04		69.79	79.27
Entropy2026.04		67.37	87.32
MSP2026.04		66.93	90.56
Mahalanobis2026.04		65.93	89.69
GradNorm2026.04		62.55	90.5
Energy+ReAct2026.04		61.93	83.86
GradNorm2026.04		54.85	88.68