Lipschitz constant estimation on Randomly generated neural networks small synthetic
564,727.209Lipschitz Constant EstimateTrivial
Evaluation results
| Method | Links | |
|---|---|---|
| TrivialNeurons=10, Layers=252025.10 | 564,727.209 | |
| TrivialNeurons=60, Layers=252025.10 | 106,596.36 | |
| TrivialNeurons=20, Layers=252025.10 | 34,901.424 | |
| TrivialNeurons=20, Layers=202025.10 | 32,738.399 | |
| TrivialNeurons=40, Layers=252025.10 | 24,404.492 | |
| TrivialNeurons=10, Layers=202025.10 | 12,360.291 | |
| TrivialNeurons=40, Layers=202025.10 | 5,187.447 | |
| TrivialNeurons=60, Layers=152025.10 | 4,524.267 | |
| TrivialNeurons=60, Layers=202025.10 | 2,693.936 | |
| SeqLipNeurons=10, Layers=252025.10 | 2,206.167 | |
| TrivialNeurons=10, Layers=152025.10 | 1,530.49 | |
| TrivialNeurons=40, Layers=152025.10 | 1,208.555 | |
| SeqLipNeurons=10, Layers=202025.10 | 419.907 | |
| LipSDP-layerNeurons=10, Layers=252025.10 | 328.444 | |
| AAONeurons=60, Layers=152025.10 | 208.126 | |
| TrivialNeurons=60, Layers=102025.10 | 109.017 | |
| TrivialNeurons=10, Layers=102025.10 | 105.687 | |
| AAONeurons=10, Layers=152025.10 | 102.766 | |
| TrivialNeurons=20, Layers=152025.10 | 98.836 | |
| SeqLipNeurons=10, Layers=152025.10 | 91.219 | |
| TrivialNeurons=40, Layers=102025.10 | 81.681 | |
| LipSDP-layerNeurons=20, Layers=202025.10 | 66.064 | |
| GeoLIPNeurons=10, Layers=252025.10 | 61.922 | |
| AAONeurons=40, Layers=152025.10 | 56.829 | |
| GeoLIPNeurons=60, Layers=152025.10 | 45.046 | |
| GeoLIPNeurons=20, Layers=202025.10 | 38.569 | |
| LipSDP-layerNeurons=60, Layers=152025.10 | 34.621 | |
| LipSDP-layerNeurons=10, Layers=202025.10 | 30.823 | |
| LipSDP-layerNeurons=60, Layers=252025.10 | 30.627 | |
| LipSDP-layerNeurons=10, Layers=152025.10 | 27.348 | |
| LipSDP-layerNeurons=20, Layers=252025.10 | 26.522 | |
| LipSDP-neuronNeurons=10, Layers=252025.10 | 26.23 | |
| TrivialNeurons=40, Layers=52025.10 | 24.28 | |
| GeoLIPNeurons=10, Layers=152025.10 | 23.537 | |
| GeoLIPNeurons=60, Layers=252025.10 | 22.026 | |
| TrivialNeurons=10, Layers=52025.10 | 21.028 | |
| LipSDP-neuronNeurons=60, Layers=152025.10 | 16.205 | |
| TrivialNeurons=20, Layers=102025.10 | 14.138 | |
| LipSDP-neuronNeurons=20, Layers=202025.10 | 14.109 | |
| AAONeurons=60, Layers=102025.10 | 13.741 | |
| AAONeurons=10, Layers=102025.10 | 13.01 | |
| GeoLIPNeurons=10, Layers=52025.10 | 12.028 | |
| GeoLIPNeurons=20, Layers=252025.10 | 11.774 | |
| GeoLIPNeurons=10, Layers=202025.10 | 11.698 | |
| AAONeurons=40, Layers=102025.10 | 11.023 | |
| LipSDP-layerNeurons=40, Layers=202025.10 | 10.932 | |
| AAONeurons=10, Layers=52025.10 | 10.3 | |
| SeqLipNeurons=10, Layers=102025.10 | 10.281 | |
| LipSDP-layerNeurons=40, Layers=152025.10 | 10.111 | |
| GeoLIPNeurons=40, Layers=152025.10 | 10.111 | |
| LipSDP-layerNeurons=40, Layers=252025.10 | 9.567 | |
| GeoLIPNeurons=40, Layers=52025.10 | 9.319 | |
| AAONeurons=40, Layers=52025.10 | 9.006 | |
| GeoLIPNeurons=40, Layers=202025.10 | 8.932 | |
| SeqLipNeurons=10, Layers=52025.10 | 8.724 | |
| LipSDP-neuronNeurons=10, Layers=152025.10 | 8.263 | |
| LipSDP-neuronNeurons=60, Layers=252025.10 | 7.947 | |
| GeoLIPNeurons=60, Layers=102025.10 | 6.872 | |
| LipSDP-layerNeurons=10, Layers=52025.10 | 6.784 | |
| GeoLIPNeurons=40, Layers=252025.10 | 5.644 | |
| LipSDP-layerNeurons=40, Layers=52025.10 | 5.537 | |
| GeoLIPNeurons=10, Layers=102025.10 | 5.291 | |
| GeoLIPNeurons=40, Layers=102025.10 | 5.257 | |
| AAONeurons=20, Layers=152025.10 | 5.245 | |
| LipSDP-neuronNeurons=10, Layers=52025.10 | 4.943 | |
| LipSDP-neuronNeurons=10, Layers=202025.10 | 4.937 | |
| LipSDP-layerNeurons=10, Layers=102025.10 | 4.843 | |
| LipSDP-layerNeurons=60, Layers=102025.10 | 4.824 | |
| GeoLIPNeurons=60, Layers=202025.10 | 4.562 | |
| LipSDP-neuronNeurons=20, Layers=252025.10 | 4.502 | |
| LipSDP-layerNeurons=60, Layers=202025.10 | 4.264 | |
| LipSDP-neuronNeurons=40, Layers=152025.10 | 3.911 | |
| LipSDP-layerNeurons=40, Layers=102025.10 | 3.8 | |
| LipSDP-neuronNeurons=40, Layers=52025.10 | 3.766 | |
| TrivialNeurons=20, Layers=52025.10 | 3.314 | |
| LipSDP-neuronNeurons=40, Layers=202025.10 | 3.193 | |
| TrivialNeurons=60, Layers=52025.10 | 2.567 | |
| LipSDP-neuronNeurons=60, Layers=102025.10 | 2.446 | |
| LipSDP-neuronNeurons=40, Layers=252025.10 | 2.113 | |
| LipSDP-neuronNeurons=10, Layers=102025.10 | 2.049 | |
| LipSDP-neuronNeurons=40, Layers=102025.10 | 1.95 | |
| AAONeurons=20, Layers=102025.10 | 1.904 | |
| GeoLIPNeurons=20, Layers=52025.10 | 1.632 | |
| LipSDP-neuronNeurons=60, Layers=202025.10 | 1.615 | |
| AAONeurons=20, Layers=52025.10 | 1.469 | |
| GeoLIPNeurons=60, Layers=52025.10 | 1.27 | |
| LipSDP-layerNeurons=20, Layers=152025.10 | 1.243 | |
| AAONeurons=60, Layers=52025.10 | 0.994 | |
| GeoLIPNeurons=20, Layers=152025.10 | 0.992 | |
| LipSDP-layerNeurons=20, Layers=52025.10 | 0.988 | |
| GeoLIPNeurons=20, Layers=102025.10 | 0.765 | |
| LipSDP-layerNeurons=20, Layers=102025.10 | 0.709 | |
| LipSDP-neuronNeurons=20, Layers=52025.10 | 0.635 | |
| LipSDP-layerNeurons=60, Layers=52025.10 | 0.616 | |
| LipSDP-neuronNeurons=60, Layers=52025.10 | 0.447 | |
| LipSDP-neuronNeurons=20, Layers=152025.10 | 0.415 | |
| LipSDP-neuronNeurons=20, Layers=102025.10 | 0.305 |