Image Classification on CIFAR-10 2K samples
53Circuit AccuracyDLGN-HUGE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DLGN-HUGENeurons=512K, Speed=3.1×2026.02 | 53 | 0.5 | — | |
| DLGN-VLARGENeurons=192K, Speed=2.1×2026.02 | 52 | 0.4 | — | |
| DLGN-LARGENeurons=144K, Speed=2.1×2026.02 | 51.7 | 0.4 | — | |
| DLGN-MEDIUMNeurons=96K, Speed=2.0×2026.02 | 51.4 | 0.8 | — | |
| DLGN-DEEPERNeurons=60K, Speed=1.8×2026.02 | 49.4 | 0.1 | — | |
| DLGN-SMALLNeurons=48K, Speed=1.5×2026.02 | 48.9 | 0.5 | — | |
| TLGN-HUGENeurons=512K2026.02 | 48.4 | 3.7 | 24.6 | |
| TLGN-DEEPERNeurons=60K2026.02 | 43 | 2 | 7.3 | |
| TLGN-SMALLNeurons=48K2026.02 | 42.6 | 2.8 | 5.9 | |
| TLGN-VLARGENeurons=192K2026.02 | 39.2 | 11.9 | 9.3 | |
| TLGN-LARGENeurons=144K2026.02 | 38.5 | 13 | 6 | |
| TLGN-MEDIUMNeurons=96K2026.02 | 36.1 | 14.1 | 6.2 |