Classification on Evaluation Benchmark (aggregated)
79.72AccuracydynActivation(Mish)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| dynActivation(Mish)Trainable=Yes2026.03 | 79.72 | 0.672 | |
| dynActivation(GELU)Trainable=Yes2026.03 | 79.69 | 0.6709 | |
| dynActivation(SiLU)Trainable=Yes2026.03 | 79.52 | 0.6738 | |
| ApaTrainable=Yes2026.03 | 79.26 | 0.6287 | |
| Trainable_swishTrainable=Yes2026.03 | 79.11 | 0.6318 | |
| PdeluTrainable=Yes2026.03 | 79.09 | 0.6474 | |
| MeluTrainable=Yes2026.03 | 79.04 | 0.6597 | |
| MishTrainable=No2026.03 | 78.91 | 0.6348 | |
| Prelu_scalarTrainable=No2026.03 | 78.74 | 0.674 | |
| TaafTrainable=Yes2026.03 | 78.74 | 0.6654 | |
| Adaptive_geluTrainable=Yes2026.03 | 78.71 | 0.6449 | |
| SiLUTrainable=No2026.03 | 78.69 | 0.6368 | |
| AplTrainable=Yes2026.03 | 78.61 | 0.6774 | |
| GELUTrainable=No2026.03 | 78.36 | 0.6545 | |
| HardswishTrainable=No2026.03 | 78.28 | 0.646 | |
| dynActivation(ReLU)Trainable=Yes2026.03 | 78.22 | 0.6944 | |
| ELUTrainable=No2026.03 | 78.14 | 0.6368 | |
| CELUTrainable=No2026.03 | 78.14 | 0.6368 | |
| Laaf_reluTrainable=Yes2026.03 | 77.85 | 0.6608 | |
| ReLUTrainable=No2026.03 | 77.66 | 0.6615 | |
| LeakyReLUTrainable=No2026.03 | 77.65 | 0.6582 | |
| SreluTrainable=Yes2026.03 | 76.77 | 0.7042 | |
| SELUTrainable=No2026.03 | 76.6 | 0.6776 | |
| SoftplusTrainable=No2026.03 | 76.3 | 0.6798 | |
| SaafTrainable=Yes2026.03 | 75.56 | 0.7297 | |
| TanhTrainable=No2026.03 | 73.3 | 0.7723 | |
| ErfreluTrainable=Yes2026.03 | 71.7 | 0.8428 |