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Image Classification on CIFAR-10 (Calibration and Uncertainty Metrics)

0.0059LCEVQ
0.0054160.0086830.011950.015217May 20, 2026

Evaluation results

MethodLinks
VQBackbone=ResNet2026.050.00590.55950.00130.003788.90.348
LNBackbone=ResNet2026.050.00790.62790.00170.004888.80.347
KCBackbone=ResNet2026.050.00950.79230.00150.005489.30.34
DCBackbone=ResNet2026.050.00990.81270.00110.0037890.332
SMBackbone=ResNet2026.050.01020.80270.00080.0037890.333
IRBackbone=ResNet2026.050.01150.79780.00140.004788.40.364
TSBackbone=ResNet2026.050.01270.820.00360.007288.40.362
PCBackbone=ResNet2026.050.01330.83390.00390.0085880.377
NCBackbone=ResNet2026.050.01540.87290.00660.015388.380.4943
PSBackbone=ResNet2026.050.0180.85420.00140.008588.40.466