Image Classification on ImageNet-1K (Accuracy (P), Compression, Time, I' Score)
69.76Accuracy (P)Uniform Baseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Uniform BaselineBit-width Topology=32-32-32-32-32-32, Backbone=ResNet-182026.05 | 69.76 | 1 | 33.89 | 0.117 | |
| HAQBit-width Topology=16-16-16-8-16-16, Backbone=ResNet-18, Note=Re-implementation2026.05 | 69.7 | 2.18 | 54.44 | 0.225 | |
| Uniform PTQ (8-bit)Bit-width Topology=8-8-8-8-8-8, Backbone=ResNet-182026.05 | 69.36 | 4 | 51.24 | 0.416 | |
| QuIDE GABit-width Topology=8-8-8-8-8-16, Backbone=ResNet-182026.05 | 69.36 | 3.43 | 55.27 | 0.35 |