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ResearchFormerly WizWand

Classification on labelme

93.9Accuracytrue-base
53.735264.162674.5985.0174May 6, 2024Sep 14, 2024Jan 24, 2025Jun 4, 2025Oct 14, 2025Feb 22, 2026Jul 4, 2026
Updated 3mo ago

Evaluation results

MethodLinks
true-baseEpoch Selection=Last Epoch2024.0593.9
true-baseEpoch Selection=Best Epoch2024.0593.8
union-netEpoch Selection=Best Epoch2024.0587.5
geo-reg-fEpoch Selection=Best Epoch2024.0587.4
crowd-layerEpoch Selection=Best Epoch2024.0587.3
geo-reg-wEpoch Selection=Best Epoch2024.0587.3
crowd-arEpoch Selection=Best Epoch2024.0587.3
ds-mixupEpoch Selection=Best Epoch2024.0587.2
conalEpoch Selection=Best Epoch2024.0587.1
madlEpoch Selection=Best Epoch2024.0586.5
annot-mixEpoch Selection=Best Epoch2024.0586.5
annot-mixEpoch Selection=Last Epoch2024.0585.8
trace-regEpoch Selection=Best Epoch2024.0585.8
crowd-layerEpoch Selection=Last Epoch2024.0585.7
geo-reg-wEpoch Selection=Last Epoch2024.0585.5
mv-baseEpoch Selection=Best Epoch2024.0585.5
geo-reg-fEpoch Selection=Last Epoch2024.0585.4
ds-mixupEpoch Selection=Last Epoch2024.0585.3
union-netEpoch Selection=Last Epoch2024.0585.2
mv-mixupEpoch Selection=Best Epoch2024.0585.1
crowd-arEpoch Selection=Last Epoch2024.0584.6
conalEpoch Selection=Last Epoch2024.0583.7
mv-mixupEpoch Selection=Last Epoch2024.0582.8
trace-regEpoch Selection=Last Epoch2024.0582.6
madlEpoch Selection=Last Epoch2024.0582.5
mv-baseEpoch Selection=Last Epoch2024.0580.5
SD 2.0Model=SD 2.0, Zero-shot=true2026.0763.84
SD 1.5Model=SD 1.5, Zero-shot=true2026.0762.9
MiPOModel=SD 2.0, Zero-shot=true2026.0758.79
MiPOModel=SD 1.5, Zero-shot=true2026.0755.28