Young's modulus prediction on UnSeen-Object
55.9Log10 AccuracyRes-Tf
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Res-TfInput Image=✓, Input F=✓, Input W=-, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 55.9 | 0.0332 | |
| VGG-LSTMInput Image=✓, Input F=✓, Input W=✓, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 55.58 | 0.031 | |
| VGG-LSTMInput Image=✓, Input F=-, Input W=-, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 55.5 | 0.0301 | |
| VGG-LSTMInput Image=✓, Input F=✓, Input W=✓, Input E=✓, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 54.23 | 0.0302 | |
| Res-TfInput Image=✓, Input F=✓, Input W=✓, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 54.14 | 0.0315 | |
| VGG-LSTMInput Image=✓, Input F=✓, Input W=-, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 52.95 | 0.0307 | |
| Res-TfInput Image=✓, Input F=✓, Input W=✓, Input E=✓, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 52.63 | 0.0323 | |
| Res-TfInput Image=✓, Input F=-, Input W=-, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 51.91 | 0.0367 | |
| Top10NNInput Image=✓, Input F=✓, Input W=✓, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 40.44 | 0.0381 | |
| Top10NNInput Image=✓, Input F=✓, Input W=✓, Input E=✓, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 40.42 | 0.0416 | |
| Top10NNInput Image=✓, Input F=✓, Input W=-, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 34.32 | 0.047 | |
| Top10NNInput Image=✓, Input F=-, Input W=-, Input E=-, Sampling Strategy=Balanced, Data Augmentation=True2025.06 | 32.74 | 0.0475 |