3D Rotation Regression on PASCAL3D+ (train test)
10.73Mean Median Error (°)Ours(multi-stage)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours(multi-stage)Ratio of Labled Samples=20%2026.03 | 10.73 | 85.19 | |
| Ours(adaptive)Ratio of Labled Samples=20%2026.03 | 10.78 | 85.69 | |
| Sup.-LaplaceRatio of Labled Samples=All2026.03 | 11.21 | 84.22 | |
| FisherMatchRatio of Labled Samples=20%2026.03 | 11.42 | 84.07 | |
| Ours(multi-stage)Ratio of Labled Samples=10%2026.03 | 12.26 | 82.68 | |
| Ours(adaptive)Ratio of Labled Samples=10%2026.03 | 12.37 | 83.25 | |
| Sup.-FisherRatio of Labled Samples=All2026.03 | 12.63 | 83.76 | |
| FisherMatchRatio of Labled Samples=10%2026.03 | 13.65 | 79.13 | |
| Ours(adaptive)Ratio of Labled Samples=5%2026.03 | 14.17 | 79.24 | |
| Ours(multi-stage)Ratio of Labled Samples=5%2026.03 | 14.29 | 78.9 | |
| FisherMatchRatio of Labled Samples=5%2026.03 | 16.48 | 74.73 | |
| Sup.-LaplaceRatio of Labled Samples=20%2026.03 | 22.66 | 65.38 | |
| Sup.-FisherRatio of Labled Samples=20%2026.03 | 24.09 | 63.38 | |
| Sup.-LaplaceRatio of Labled Samples=10%2026.03 | 28.03 | 60.13 | |
| Sup.-FisherRatio of Labled Samples=10%2026.03 | 32.97 | 55.87 | |
| Sup.-LaplaceRatio of Labled Samples=5%2026.03 | 36.29 | 52.73 | |
| Sup.-FisherRatio of Labled Samples=5%2026.03 | 37.43 | 50.22 |