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Unsupervised Accuracy Estimation on DomainNet

0.91R^2

MANO

Updated 4d ago

Evaluation Results

Method	Links
MANO 2024.05		0.91	0.95
COT 2024.05		0.903	0.927
MANO 2024.05		0.902	0.937
COT 2024.05		0.897	0.91
MANO 2024.05		0.893	0.978
COT 2024.05		0.885	0.935
Nuclear 2024.05		0.85	0.911
ATC 2024.05		0.846	0.918
Nuclear 2024.05		0.809	0.879
ConfScore 2024.05		0.774	0.874
Nuclear 2024.05		0.758	0.789
Fréchet 2024.05		0.746	0.872
Entropy 2024.05		0.711	0.845
Fréchet 2024.05		0.704	0.903
ConfScore 2024.05		0.67	0.736
Rotation 2024.05		0.609	0.712
Rotation 2024.05		0.588	0.703
Fréchet 2024.05		0.585	0.831
ConfScore 2024.05		0.57	0.706
Rotation 2024.05		0.568	0.692
MDE 2024.05		0.52	0.713
AgreeScore 2024.05		0.455	0.697
AgreeScore 2024.05		0.437	0.698
ATC 2024.05		0.429	0.597
Entropy 2024.05		0.423	0.609
MDE 2024.05		0.379	0.527
ProjNorm 2024.05		0.363	0.466
MDE 2024.05		0.358	0.445
Entropy 2024.05		0.344	0.573
AgreeScore 2024.05		0.326	0.668
ATC 2024.05		0.245	0.404
ProjNorm 2024.05		0.22	0.43
ProjNorm 2024.05		0.219	0.443
Dispersion 2024.05		0.202	0.516
Dispersion 2024.05		0.003	0.034
Dispersion 2024.05		0.002	0.041