Unknown sample identification on Synthetic-to-Real benchmark leaderboard · SOTA2 Research

Unknown sample identification on Synthetic-to-Real

79.7AUROCSASep

Evaluation Results

Method	Links
SASep2025.06		79.7	67.5
Cosine proto2025.06		78.2	76.1
SASep2025.06		77.9	75.4
CE (L2)2025.06		77.7	82.3
SubArcFace2025.06		76.9	83.8
NF2025.06		76.4	84.3
ODIN2025.06		76	80.8
MSP2025.06		75.6	83.2
ARPL+CS2025.06		75.4	82.1
MLS2025.06		74.8	81.7
Energy2025.06		74.8	82.4
ReAct2025.06		74.6	81.4
GradNorm2025.06		73	83.2
SubArcFace2025.06		71.6	86.7
NF2025.06		71.3	82.3
PointCaM2025.06		71.1	86.6
ARPL+CS2025.06		67.1	89.8
MSP2025.06		66.7	90.6
CE (L2)2025.06		66.1	89.2
MLS2025.06		65.7	90.5
ODIN2025.06		65.7	90.6
OE+mixup2025.06		65.7	91.6
Energy2025.06		65.6	90.8
ReAct2025.06		65.6	90.5
OE+mixup2025.06		65.3	90.8
GradNorm2025.06		63.4	91.5
VAE2025.06		63.3	84.6
Cosine proto2025.06		57.9	91