Image Classification on Unspecified Dataset (drift)
39.67Drift AccuracyMoE-Soft
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MoE-SoftFLOPs~=1.00, θ params=10282026.04 | 39.67 | 44.68 | 42.9 | 100 | |
| MoE-Top1FLOPs~=0.25, θ params=10282026.04 | 36.74 | 37.48 | 61.5 | 25 | |
| DG-HardFLOPs~=0.30, θ params=657922026.04 | 33.97 | 34.21 | 10.4 | 29.7 | |
| DenseFLOPs~=1.00, θ params=02026.04 | 28.48 | 28.56 | — | 100 | |
| DG-AnnealFLOPs~=0.91, θ params=657922026.04 | 26.67 | 61.6 | 99.6 | 91.3 | |
| DG-SoftFLOPs~=0.91, θ params=657922026.04 | 22.42 | 74 | 95.3 | 90.8 |