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Classification on CT-RATE

0.87AUC

VoxelFM

Updated 1d ago

Evaluation Results

Method	Links
VoxelFM 2026.04		0.87
ASAP 2026.05		0.841
ASAP 2026.05		0.835
HLIP 2026.05		0.83
SimCroP 2025.09		0.829
SimCroP 2026.05		0.829
fVLM 2026.05		0.827
HLIP 2026.05		0.825
SimCroP 2025.09		0.824
ViSDB 2026.05		0.824
SimCroP 2026.05		0.824
fVLM 2025.09		0.822
ASAP 2026.05		0.822
MRM 2025.09		0.821
MRM 2026.05		0.821
fVLM 2026.05		0.821
ViSDB 2026.05		0.82
PCRLv2 2026.05		0.819
fVLM 2025.09		0.818
MRM 2025.09		0.817
MRM 2026.05		0.817
PCRLv2 2026.05		0.813
M3AE 2025.09		0.81
SimCroP 2025.09		0.81
M3AE 2026.05		0.81
SimCroP 2026.05		0.81
M3D 2025.09		0.807
M3D 2026.05		0.807
HLIP 2026.05		0.807
HEMAE 2026.05		0.806
ViSDB 2026.05		0.805
CT-CLIP 2025.09		0.804
CT-CLIP 2026.05		0.804
fVLM 2026.05		0.802
MAE 2025.09		0.799
MAE 2026.05		0.799
Merlin 2026.04		0.798
Merlin 2026.05		0.796
M3AE 2025.09		0.795
M3AE 2026.05		0.795
fVLM 2025.09		0.794
M3D 2025.09		0.791
M3D 2026.05		0.791
HEMAE 2026.05		0.789
CT-CLIP 2025.09		0.786
CT-CLIP 2026.05		0.786
Merlin 2026.05		0.783
MAE 2025.09		0.781
MAE 2026.05		0.781
MRM 2025.09		0.777
MRM 2026.05		0.777
M3AE 2025.09		0.772
M3AE 2026.05		0.772
PCRLv2 2026.05		0.771
HEMAE 2026.05		0.767
RadFM 2026.04		0.759
Merlin 2026.05		0.758
MAE 2025.09		0.756
MAE 2026.05		0.756
M3D 2025.09		0.743
CT-CLIP 2026.05		0.7411
CT-CLIP 2025.09		0.741
M3D 2026.04		0.74
M3D 2026.05		0.739
Random init 2025.09		0.638
Random init 2026.05		0.638
Random init 2025.09		0.609
Random init 2026.05		0.609
Random init 2025.09		0.582
Random init 2026.05		0.582
CT-CLIP 2026.04		0.574