Topology Optimization on heat conduction dataset (test)
99.9Binary AccuracyThresholding
Evaluation Results
| Method | Links | |
|---|---|---|
| ThresholdingIteration=80, Training dataset=minimal compliance dataset2017.09 | 99.9 | |
| ThresholdingIteration=60, Training dataset=minimal compliance dataset2017.09 | 99.8 | |
| CNN P(10)Iteration=80, Training dataset=minimal compliance dataset2017.09 | 99.8 | |
| CNN P(30)Iteration=80, Training dataset=minimal compliance dataset2017.09 | 99.8 | |
| CNN U[1, 100]Iteration=80, Training dataset=minimal compliance dataset2017.09 | 99.8 | |
| ThresholdingIteration=50, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| CNN P(5)Iteration=60, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| CNN P(5)Iteration=80, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| CNN P(10)Iteration=60, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| CNN P(30)Iteration=50, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| CNN P(30)Iteration=60, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| CNN U[1, 100]Iteration=50, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| CNN U[1, 100]Iteration=60, Training dataset=minimal compliance dataset2017.09 | 99.7 | |
| ThresholdingIteration=40, Training dataset=minimal compliance dataset2017.09 | 99.6 | |
| CNN P(5)Iteration=50, Training dataset=minimal compliance dataset2017.09 | 99.6 | |
| CNN P(10)Iteration=50, Training dataset=minimal compliance dataset2017.09 | 99.6 | |
| CNN P(30)Iteration=40, Training dataset=minimal compliance dataset2017.09 | 99.6 | |
| CNN U[1, 100]Iteration=40, Training dataset=minimal compliance dataset2017.09 | 99.6 | |
| CNN P(5)Iteration=40, Training dataset=minimal compliance dataset2017.09 | 99.5 | |
| CNN P(10)Iteration=40, Training dataset=minimal compliance dataset2017.09 | 99.5 | |
| CNN P(30)Iteration=30, Training dataset=minimal compliance dataset2017.09 | 99.5 | |
| CNN U[1, 100]Iteration=30, Training dataset=minimal compliance dataset2017.09 | 99.5 | |
| ThresholdingIteration=30, Training dataset=minimal compliance dataset2017.09 | 99.4 | |
| CNN P(5)Iteration=30, Training dataset=minimal compliance dataset2017.09 | 99.4 | |
| CNN P(10)Iteration=30, Training dataset=minimal compliance dataset2017.09 | 99.4 | |
| CNN P(30)Iteration=20, Training dataset=minimal compliance dataset2017.09 | 99.4 | |
| CNN U[1, 100]Iteration=20, Training dataset=minimal compliance dataset2017.09 | 99.3 | |
| CNN P(5)Iteration=20, Training dataset=minimal compliance dataset2017.09 | 99.2 | |
| CNN P(10)Iteration=20, Training dataset=minimal compliance dataset2017.09 | 99.2 | |
| CNN P(30)Iteration=15, Training dataset=minimal compliance dataset2017.09 | 99.2 | |
| ThresholdingIteration=20, Training dataset=minimal compliance dataset2017.09 | 99.1 | |
| CNN U[1, 100]Iteration=15, Training dataset=minimal compliance dataset2017.09 | 99.1 | |
| CNN P(5)Iteration=15, Training dataset=minimal compliance dataset2017.09 | 99 | |
| CNN P(10)Iteration=15, Training dataset=minimal compliance dataset2017.09 | 99 | |
| CNN P(30)Iteration=10, Training dataset=minimal compliance dataset2017.09 | 99 | |
| ThresholdingIteration=15, Training dataset=minimal compliance dataset2017.09 | 98.8 | |
| CNN P(10)Iteration=10, Training dataset=minimal compliance dataset2017.09 | 98.8 | |
| CNN U[1, 100]Iteration=10, Training dataset=minimal compliance dataset2017.09 | 98.8 | |
| CNN P(5)Iteration=10, Training dataset=minimal compliance dataset2017.09 | 98.7 | |
| ThresholdingIteration=10, Training dataset=minimal compliance dataset2017.09 | 98.4 | |
| CNN P(5)Iteration=5, Training dataset=minimal compliance dataset2017.09 | 98.1 | |
| CNN P(10)Iteration=5, Training dataset=minimal compliance dataset2017.09 | 98.1 | |
| CNN U[1, 100]Iteration=5, Training dataset=minimal compliance dataset2017.09 | 97.8 | |
| ThresholdingIteration=5, Training dataset=minimal compliance dataset2017.09 | 97.5 | |
| CNN P(30)Iteration=5, Training dataset=minimal compliance dataset2017.09 | 97.3 |