Joint Object Detection and Viewpoint Estimation on Pix3D
98Accuracy (bed)GP2C
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GP2CDetection protocol=Detection, Viewpoint estimation protocol=Viewpoint Estimation2020.07 | 98 | 91 | 97 | 77 | 91 | |
| Fine-grainedDetection protocol=Detection, Viewpoint estimation protocol=Viewpoint Estimation2020.07 | 95 | 88 | 95 | 73 | 88 | |
| FSDetViewDetection protocol=Detection, Viewpoint estimation protocol=Few-shot Viewpoint Estimation, 3D model usage=w/ 3D2020.07 | 86 | 51 | 92 | 58 | 72 | |
| FSDetViewDetection protocol=Detection, Viewpoint estimation protocol=Few-shot Viewpoint Estimation, 3D model usage=w/o 3D2020.07 | 81 | 47 | 88 | 53 | 67 | |
| FSDetViewDetection protocol=Few-shot Detection, Viewpoint estimation protocol=Few-shot Viewpoint Estimation, 3D model usage=w/ 3D2020.07 | 71 | 36 | 87 | 14 | 52 | |
| FSDetViewDetection protocol=Few-shot Detection, Viewpoint estimation protocol=Few-shot Viewpoint Estimation, 3D model usage=w/o 3D2020.07 | 68 | 34 | 81 | 13 | 49 |