Image Classification on ImageNet (val) (Latency, Cost, CO2)
19.4Top-1 ErrorCE-Net-G2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CE-Net-G2NAS Method=hybrid2024.06 | 19.4 | 0.78 | 2,706 | 909.86 | |
| OFA-NetNAS Method=one-shot2024.06 | 20 | 1.16 | 1,315 | 888.85 | |
| CE-Net-G1NAS Method=hybrid2024.06 | 21 | 0.56 | 2,706 | 909.86 | |
| FBNet-CNAS Method=one-shot2024.06 | 21.5 | 1.22 | 576 | 381.58 | |
| PC-DARTSNAS Method=one-shot2024.06 | 24.2 | 1.5 | 411 | 278.15 | |
| AmoebaNet-CNAS Method=vanilla2024.06 | 24.3 | 2.63 | 75,900 | 44,177.38 | |
| AlphaXNAS Method=vanilla2024.06 | 24.5 | 2.52 | 3,900 | 2,768.21 | |
| MnasNetNAS Method=vanilla2024.06 | 24.8 | 0.53 | 40,300 | 26,487.44 | |
| SinglePathNASNAS Method=one-shot2024.06 | 25.3 | 1.13 | 686 | 455.99 | |
| ProxylessNASNAS Method=one-shot2024.06 | 25.4 | 0.98 | 500 | 332.07 | |
| PNASNAS Method=vanilla2024.06 | 25.8 | 2.79 | 5,700 | 4,063.14 | |
| AutoSlimNAS Method=one-shot2024.06 | 25.8 | 1.64 | 480 | 321.89 | |
| NASNet-ANAS Method=vanilla2024.06 | 26 | 2.86 | 48,300 | 30,679.13 |