Out-of-Distribution Detection on ImageNet-O (AUPR)
26.4AUPREffiFormer-L7
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EffiFormer-L7Par.(M)=82.2, Flops(M)=101872024.08 | 26.4 | — | |
| CAS-ViT-TPar.(M)=21.76, Flops(M)=35972024.08 | 25.4 | — | |
| SwiftFormer-L3Par.(M)=28.48, Flops(M)=40212024.08 | 24.6 | — | |
| EffiFormer-L3Par.(M)=31.39, Flops(M)=39402024.08 | 24.3 | — | |
| CAS-ViT-MPar.(M)=12.42, Flops(M)=18872024.08 | 23.4 | — | |
| PVTv2-B2Par.(M)=25.34, Flops(M)=38862024.08 | 22.3 | — | |
| EffiFormer-L1Par.(M)=12.28, Flops(M)=13102024.08 | 22 | — | |
| SwiftFormer-L1Par.(M)=12.05, Flops(M)=16042024.08 | 21.8 | — | |
| Swin-TPar.(M)=28.27, Flops(M)=43722024.08 | 21.6 | — | |
| PoolFormer-S36Par.(M)=32.8, Flops(M)=146202024.08 | 20.5 | — | |
| PVT-SPar.(M)=24.1, Flops(M)=36872024.08 | 20.4 | — | |
| PoolFormer-S24Par.(M)=21.35, Flops(M)=33942024.08 | 20 | — | |
| PVTv2-B1Par.(M)=14, Flops(M)=20342024.08 | 19.3 | — | |
| PVT-TPar.(M)=12.85, Flops(M)=18642024.08 | 18.2 | — | |
| PoolFormer-S12Par.(M)=11.9, Flops(M)=18132024.08 | 17.3 | — | |
| DUQ2026.04 | — | 69.77 | |
| ETN2026.04 | — | 79.86 | |
| SNGP2026.04 | — | 65.73 |