Image Classification on CIFAR-100 coarse (test)
97.76Accuracy (Test)Base
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaseClass=Veg, Backbone=ViT2026.06 | 97.76 | — | — | 95.79 | |
| BaseClass=People, Backbone=ViT2026.06 | 97.42 | — | — | 95.81 | |
| BaseClass=Elec_Dev, Backbone=ViT2026.06 | 96.78 | — | — | 95.84 | |
| BaseClass=Vehicle2, Backbone=ViT2026.06 | 95.42 | — | — | 95.92 | |
| BaseClass=Nat_Scen, Backbone=ViT2026.06 | 88.64 | — | — | 96.27 | |
| CalexNetForwarding Ratio (FR)=0.4, Batch size=1, Backbone=ResNet-182025.09 | 83 | 2.54 | 164 | — | |
| "no align, no KD" ref.Forwarding Ratio (FR)=0.4, Batch size=1, Backbone=ResNet-182025.09 | 82 | 3.19 | 171 | — | |
| PTEEnetForwarding Ratio (FR)=0.4, Batch size=1, Backbone=ResNet-182025.09 | 80 | 1.94 | 124 | — | |
| ZTWForwarding Ratio (FR)=0.4, Batch size=1, Backbone=ResNet-182025.09 | 79 | 2.11 | 118 | — | |
| CalexNetForwarding Ratio (FR)=0.6, Batch size=1, Backbone=ResNet-182025.09 | 76 | 2.19 | 120 | — | |
| "no align, no KD" ref.Forwarding Ratio (FR)=0.6, Batch size=1, Backbone=ResNet-182025.09 | 74 | 2.49 | 142 | — | |
| PTEEnetForwarding Ratio (FR)=0.6, Batch size=1, Backbone=ResNet-182025.09 | 71 | 1.67 | 102 | — | |
| ZTWForwarding Ratio (FR)=0.6, Batch size=1, Backbone=ResNet-182025.09 | 68 | 1.66 | 94 | — | |
| CalexNetForwarding Ratio (FR)=0.8, Batch size=1, Backbone=ResNet-182025.09 | 59 | 1.31 | 83 | — | |
| "no align, no KD" ref.Forwarding Ratio (FR)=0.8, Batch size=1, Backbone=ResNet-182025.09 | 55 | 1.65 | 91 | — | |
| PTEEnetForwarding Ratio (FR)=0.8, Batch size=1, Backbone=ResNet-182025.09 | 54 | 1.3 | 76 | — | |
| ZTWForwarding Ratio (FR)=0.8, Batch size=1, Backbone=ResNet-182025.09 | 53 | 1.07 | 65 | — | |
| DFMUClass=Veg, Backbone=ViT2026.06 | 7.81 | — | — | 91.56 | |
| DFMUClass=Nat_Scen, Backbone=ViT2026.06 | 4.84 | — | — | 85.12 | |
| DFMUClass=Elec_Dev, Backbone=ViT2026.06 | 0.39 | — | — | 84.25 | |
| DFMUClass=People, Backbone=ViT2026.06 | 0.39 | — | — | 87.86 | |
| DFMUClass=Vehicle2, Backbone=ViT2026.06 | 0.2 | — | — | 81.29 | |
| SSDClass=Elec_Dev, Backbone=ViT2026.06 | 0 | — | — | 6.99 | |
| SSDClass=Vehicle2, Backbone=ViT2026.06 | 0 | — | — | 5.29 | |
| SSDClass=Veg, Backbone=ViT2026.06 | 0 | — | — | 18.57 | |
| SSDClass=People, Backbone=ViT2026.06 | 0 | — | — | 4.88 | |
| SSDClass=Nat_Scen, Backbone=ViT2026.06 | 0 | — | — | 5.26 |