3D Rotation Regression on ObjectNet3D (test)
25.76Mean Median ErrorSup.-Laplace
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Sup.-LaplaceRatio of Labeled Samples=All2026.03 | 25.76 | 61.67 | |
| Sup.-FisherRatio of Labeled Samples=All2026.03 | 27.09 | 59.34 | |
| Ours(adaptive)Ratio of Labeled Samples=20%2026.03 | 31.58 | 55.97 | |
| Ours(multi-stage)Ratio of Labeled Samples=20%2026.03 | 32.01 | 55.82 | |
| FisherMatchRatio of Labeled Samples=20%2026.03 | 33.17 | 55.43 | |
| Ours(adaptive)Ratio of Labeled Samples=10%2026.03 | 34.89 | 53.93 | |
| Ours(multi-stage)Ratio of Labeled Samples=10%2026.03 | 35.17 | 53.38 | |
| FisherMatchRatio of Labeled Samples=10%2026.03 | 36.18 | 52.59 | |
| Ours(adaptive)Ratio of Labeled Samples=5%2026.03 | 37.26 | 52.45 | |
| Ours(multi-stage)Ratio of Labeled Samples=5%2026.03 | 38.14 | 51.79 | |
| Sup.-LaplaceRatio of Labeled Samples=20%2026.03 | 40.18 | 49.71 | |
| Sup.-FisherRatio of Labeled Samples=20%2026.03 | 40.68 | 48.12 | |
| FisherMatchRatio of Labeled Samples=5%2026.03 | 41.19 | 48.02 | |
| Sup.-LaplaceRatio of Labeled Samples=10%2026.03 | 44.38 | 46.16 | |
| Sup.-FisherRatio of Labeled Samples=10%2026.03 | 44.85 | 44.49 | |
| Sup.-LaplaceRatio of Labeled Samples=5%2026.03 | 45.97 | 44.22 | |
| Sup.-FisherRatio of Labeled Samples=5%2026.03 | 46.79 | 42.93 |