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ResearchFormerly WizWand

Degradation Severity Estimation on CT Patients: L506, L192, L310 (test)

0.926Spearman's RhoSeSpeCT
0.001440.241470.48150.72153May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SeSpeCTSetting=S3 streak2026.050.9260.894
BioMedCLIPSetting=S4 aliasing, Inference Mode=Frozen VLM2026.050.9120.855
BioMedCLIPSetting=S3 streak, Inference Mode=Frozen VLM2026.050.8930.858
SeSpeCTSetting=S2 blur2026.050.8870.869
BioMedCLIPSetting=S2 blur, Inference Mode=Frozen VLM2026.050.8850.796
SeSpeCTSetting=S4 aliasing2026.050.8540.846
OpenCLIPSetting=S4 aliasing, Inference Mode=Frozen VLM2026.050.8390.759
SeSpeCTSetting=S1 noise2026.050.7980.791
OpenCLIPSetting=S3 streak, Inference Mode=Frozen VLM2026.050.7690.617
SeSpeCTSetting=M5 m+b+n2026.050.7580.756
SeSpeCTSetting=M3 m+n2026.050.7450.737
MedCLIPSetting=S4 aliasing, Inference Mode=Frozen VLM2026.050.7380.64
SeSpeCTSetting=M1 b+n2026.050.7090.685
BioMedCLIPSetting=M4 a+n, Inference Mode=Frozen VLM2026.050.6920.6
OpenCLIPSetting=M5 m+b+n, Inference Mode=Frozen VLM2026.050.6910.697
BioMedCLIPSetting=S1 noise, Inference Mode=Frozen VLM2026.050.6820.582
MerlinSetting=M3 m+n, Inference Mode=Frozen VLM2026.050.6790.605
MerlinSetting=M5 m+b+n, Inference Mode=Frozen VLM2026.050.6770.596
SeSpeCTSetting=M2 s+n2026.050.6680.657
SeSpeCTSetting=M4 a+n2026.050.6680.658
BioMedCLIPSetting=M1 b+n, Inference Mode=Frozen VLM2026.050.6630.582
BioMedCLIPSetting=M2 s+n, Inference Mode=Frozen VLM2026.050.6570.615
OpenCLIPSetting=M3 m+n, Inference Mode=Frozen VLM2026.050.6530.655
OpenCLIPSetting=S2 blur, Inference Mode=Frozen VLM2026.050.6490.596
MerlinSetting=S1 noise, Inference Mode=Frozen VLM2026.050.6210.484
OpenCLIPSetting=S1 noise, Inference Mode=Frozen VLM2026.050.6110.538
BioMedCLIPSetting=M5 m+b+n, Inference Mode=Frozen VLM2026.050.6060.585
MerlinSetting=S4 aliasing, Inference Mode=Frozen VLM2026.050.6040.543
MedCLIPSetting=S3 streak, Inference Mode=Frozen VLM2026.050.5950.551
OpenCLIPSetting=M4 a+n, Inference Mode=Frozen VLM2026.050.5950.551
OpenCLIPSetting=M1 b+n, Inference Mode=Frozen VLM2026.050.5430.493
BioMedCLIPSetting=M3 m+n, Inference Mode=Frozen VLM2026.050.5420.518
MedCLIPSetting=S2 blur, Inference Mode=Frozen VLM2026.050.5330.486
MerlinSetting=M2 s+n, Inference Mode=Frozen VLM2026.050.4950.363
OpenCLIPSetting=M2 s+n, Inference Mode=Frozen VLM2026.050.4850.42
MerlinSetting=M4 a+n, Inference Mode=Frozen VLM2026.050.4380.361
MerlinSetting=M1 b+n, Inference Mode=Frozen VLM2026.050.4370.291
SeSpeCTSetting=S5 metal2026.050.4350.422
MerlinSetting=S3 streak, Inference Mode=Frozen VLM2026.050.3990.418
MedCLIPSetting=S1 noise, Inference Mode=Frozen VLM2026.050.3450.276
MedCLIPSetting=M2 s+n, Inference Mode=Frozen VLM2026.050.3010.283
MedCLIPSetting=M4 a+n, Inference Mode=Frozen VLM2026.050.2550.206
MedCLIPSetting=M1 b+n, Inference Mode=Frozen VLM2026.050.2360.216
MedCLIPSetting=M3 m+n, Inference Mode=Frozen VLM2026.050.2280.215
MedCLIPSetting=M5 m+b+n, Inference Mode=Frozen VLM2026.050.2270.217
MerlinSetting=S2 blur, Inference Mode=Frozen VLM2026.050.1690.191
OpenCLIPSetting=S5 metal, Inference Mode=Frozen VLM2026.050.1140.073
BioMedCLIPSetting=S5 metal, Inference Mode=Frozen VLM2026.050.1140.108
MerlinSetting=S5 metal, Inference Mode=Frozen VLM2026.050.1070.09
MedCLIPSetting=S5 metal, Inference Mode=Frozen VLM2026.050.0370.041