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ResearchFormerly WizWand

Object Counting on FSC147 Robust-TOOC 1.0 (test)

13.32MAECountGD
12.818816.201919.58522.9681Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CountGDModel=GDNIO, Type=Clean2026.0613.32133.33
TL-Denoiser + CountGDModel=GDNIO, Type=Ours Average2026.0613.35133.39
CountGDModel=GDNIO, Type=Average2026.0614.49134.32
TL-Denoiser + CountGDModel=GDNIO, Type=Ours Mixed2026.0614.57133.95
CounTXModel=OpenCLIP, Type=Clean2026.0615.88106.29
CountGDModel=GDNIO, Type=Mixed2026.0616.6135.41
TL-Denoiser + CounTXModel=OpenCLIP, Type=Ours Average2026.0616.73108.06
CounTXModel=OpenCLIP, Type=Average2026.0617.22108.25
CLIP-CountModel=CLIP, Type=Clean2026.0617.65109.01
TL-Denoiser + CLIP-CountModel=CLIP, Type=Ours Average2026.0618.32109.23
CLIP-CountModel=CLIP, Type=Average2026.0619.49109.77
TL-Denoiser + CounTXModel=OpenCLIP, Type=Ours Mixed2026.0621.72110.96
TL-Denoiser + CLIP-CountModel=CLIP, Type=Ours Mixed2026.0621.72110.62
CounTXModel=OpenCLIP, Type=Mixed2026.0625.3117.06
CLIP-CountModel=CLIP, Type=Mixed2026.0625.85112.66