Unknown sample identification on Synthetic benchmark leaderboard · SOTA2 Research

Unknown sample identification on Synthetic

0.928AUROCSASep

Evaluation Results

Method	Links
SASep2025.06		0.928	0.291
SASep2025.06		0.925	0.287
SubArcFace2025.06		0.893	0.48
CE (L2)2025.06		0.891	0.436
CE (L2)2025.06		0.886	0.442
NF2025.06		0.885	0.467
ReAct2025.06		0.884	0.439
Cosine proto2025.06		0.869	0.557
Cosine proto2025.06		0.865	0.489
ODIN2025.06		0.863	0.513
MLS2025.06		0.862	0.518
Energy2025.06		0.862	0.517
ReAct2025.06		0.861	0.529
MSP2025.06		0.852	0.632
OE+mixup2025.06		0.852	0.565
ARPL+CS2025.06		0.844	0.736
SupCon2025.06		0.843	0.645
SubArcFace2025.06		0.837	0.581
SupCon2025.06		0.832	0.629
Energy2025.06		0.82	0.618
MLS2025.06		0.819	0.618
MSP2025.06		0.813	0.71
NF2025.06		0.812	0.667
ODIN2025.06		0.805	0.643
ARPL+CS2025.06		0.803	0.678
OE+mixup2025.06		0.801	0.699
VAE2025.06		0.77	0.642
GradNorm2025.06		0.729	0.766
GradNorm2025.06		0.626	0.833