Unsupervised Accuracy Estimation on DomainNet benchmark leaderboard · SOTA2 Research

Unsupervised Accuracy Estimation on DomainNet

0.91R^2MANO

Evaluation Results

Method	Links
MANO2024.05		0.91	0.95
COT2024.05		0.903	0.927
MANO2024.05		0.902	0.937
COT2024.05		0.897	0.91
MANO2024.05		0.893	0.978
COT2024.05		0.885	0.935
Nuclear2024.05		0.85	0.911
ATC2024.05		0.846	0.918
Nuclear2024.05		0.809	0.879
ConfScore2024.05		0.774	0.874
Nuclear2024.05		0.758	0.789
Fréchet2024.05		0.746	0.872
Entropy2024.05		0.711	0.845
Fréchet2024.05		0.704	0.903
ConfScore2024.05		0.67	0.736
Rotation2024.05		0.609	0.712
Rotation2024.05		0.588	0.703
Fréchet2024.05		0.585	0.831
ConfScore2024.05		0.57	0.706
Rotation2024.05		0.568	0.692
MDE2024.05		0.52	0.713
AgreeScore2024.05		0.455	0.697
AgreeScore2024.05		0.437	0.698
ATC2024.05		0.429	0.597
Entropy2024.05		0.423	0.609
MDE2024.05		0.379	0.527
ProjNorm2024.05		0.363	0.466
MDE2024.05		0.358	0.445
Entropy2024.05		0.344	0.573
AgreeScore2024.05		0.326	0.668
ATC2024.05		0.245	0.404
ProjNorm2024.05		0.22	0.43
ProjNorm2024.05		0.219	0.443
Dispersion2024.05		0.202	0.516
Dispersion2024.05		0.003	0.034
Dispersion2024.05		0.002	0.041