Accuracy Estimation on PACS benchmark leaderboard · SOTA2 Research

Accuracy Estimation on PACS

0.924R2MANO

Evaluation Results

Method	Links
MANO2024.05		0.924	—	0.972
MANO2024.05		0.923	—	0.958
ConfScore2024.05		0.9	0.895	—
COT2024.05		0.891	—	0.79
COT2024.05		0.89	—	0.888
MANO2024.05		0.874	0.755	—
Entropy2024.05		0.872	0.853	—
Rotation2024.05		0.865	—	0.902
Rotation2024.05		0.86	—	0.923
Nuclear2024.05		0.834	0.79	—
Dispersion2024.05		0.832	—	0.825
MANO2024.05		0.827	—	0.909
Nuclear2024.05		0.823	0.86	—
Rotation2024.05		0.822	—	0.895
LIDT2024.05		0.814	0.748	—
COT2024.05		0.79	—	0.783
ATC2024.05		0.752	—	0.832
LIDT2024.05		0.742	0.797	—
ATC2024.05		0.727	0.58	—
ConfScore2024.05		0.711	0.783	—
MANO2024.05		0.705	0.755	—
ConfScore2024.05		0.646	—	0.678
Entropy2024.05		0.631	0.727	—
Entropy2024.05		0.629	—	0.671
Entropy2024.05		0.624	—	0.755
Fréchet2024.05		0.624	—	0.804
AgreeScore2024.05		0.613	—	0.832
Nuclear2024.05		0.611	—	0.888
Nuclear2024.05		0.609	—	0.874
Nuclear2024.05		0.607	—	0.867
ConfScore2024.05		0.594	—	0.755
Fréchet2024.05		0.558	—	0.832
ATC2024.05		0.514	—	0.65
ProjNorm2024.05		0.474	—	0.65
AgreeScore2024.05		0.463	—	0.622
Fréchet2024.05		0.463	—	0.622
ATC2024.05		0.426	0.503	—
AgreeScore2024.05		0.377	—	0.858
ProjNorm2024.05		0.244	—	0.587
ATC2024.05		0.192	—	0.265
MDE2024.05		0.18	0.209	—
ProjNorm2024.05		0.161	—	0.419
Dispersion2024.05		0.111	—	0.167
Dispersion2024.05		0.073	—	0.167
MDE2024.05		0.072	—	0.244
ConfScore2024.05		0.07	—	0.069
Entropy2024.05		0.061	—	0.055
MDE2024.05		0.059	—	0.104
MDE2024.05		0.004	0.062	—
MDE2024.05		0.003	—	0.153