Classification on CIFAR-10 (Acc (%), SIR (%))
94.59Accuracy (%)Linear Probe
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Linear ProbeNEC=N/A2026.06 | 94.59 | — | |
| CFMNEC=6.90±0.102026.06 | 91.59 | 19.78 | |
| PCBMNEC=56.80±0.522026.06 | 91.15 | 2.19 | |
| LaboNEC=57.73±0.152026.06 | 90.93 | 1.94 | |
| CBM (Random)NEC=56.80±0.822026.06 | 89.2 | 0 | |
| CFM (Random)NEC=6.90±0.002026.06 | 76.46 | 0 | |
| SLeDGeLabel ratio=1.0%2026.06 | 23.24 | — | |
| SLeDGe-LLabel ratio=1.0%2026.06 | 21.26 | — | |
| TLPLabel ratio=1.0%2026.06 | 16.35 | — | |
| SLeDGeLabel ratio=0.1%2026.06 | 15.19 | — | |
| ReSSLLabel ratio=1.0%2026.06 | 15.03 | — | |
| SLeDGe-LLabel ratio=0.1%2026.06 | 14.86 | — | |
| HDSSLLabel ratio=1.0%2026.06 | 13.51 | — | |
| HDSSLLabel ratio=0.1%2026.06 | 11.73 | — | |
| TLPLabel ratio=0.1%2026.06 | 11.23 | — | |
| ReSSLLabel ratio=0.1%2026.06 | 10.64 | — |