Image Classification on CIFAR-10 (test) (Top-1 Acc, Uniformity, Alignment)
74.72Top-1 AccuracyRF-BO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RF-BOEvaluation Protocol=linear evaluation, Best Epoch=46.7 (±1.41), Final Temp. (τ)=0.622 (±0.093), Time/Epoch (s)=15.9 (±0.1)2026.06 | 74.72 | -2.59 | 2.5 | |
| Projected-SGDEvaluation Protocol=linear evaluation, Best Epoch=46.7 (±4.71), Final Temp. (τ)=1.000 (Clamped), Time/Epoch (s)=15.6 (±0.18)2026.06 | 72.26 | 2.54 | 2.5 | |
| Original-AdaptiveEvaluation Protocol=linear evaluation, Best Epoch=46.0 (±1.63), Final Temp. (τ)=0.555 (±0.001), Time/Epoch (s)=14.7 (±0.08)2026.06 | 72.15 | 2.55 | 2.5 | |
| Cosine-DecayEvaluation Protocol=linear evaluation, Best Epoch=47.1 (±3.21), Final Temp. (τ)=0.100 (Sched), Time/Epoch (s)=15.7 (±0.25)2026.06 | 71.77 | 2.79 | 3.5 | |
| Fixed-TempEvaluation Protocol=linear evaluation, Best Epoch=47.7 (±3.1), Final Temp. (τ)=0.500 (Fixed), Time/Epoch (s)=15.9 (±0.12)2026.06 | 71.43 | -2.59 | 2.6 |