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Models/Point-GCC+TR3D+FF

Point-GCC+TR3D+FF

Reported on 12 benchmarks across 6 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

3DonSUN-RGBD val
mAP@0.25· 2023-05-31
69.7
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
3DonSUN-RGBD val
mAP@0.5· 2023-05-31
54
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
2D ClassificationonSUN-RGBD val
mAP@0.25· 2023-05-31
69.7
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
2D ClassificationonSUN-RGBD val
mAP@0.5· 2023-05-31
54
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
2D Object DetectiononSUN-RGBD val
mAP@0.25· 2023-05-31
69.7
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
2D Object DetectiononSUN-RGBD val
mAP@0.5· 2023-05-31
54
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
16konSUN-RGBD val
mAP@0.25· 2023-05-31
69.7
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
16konSUN-RGBD val
mAP@0.5· 2023-05-31
54
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623

Computer Vision4 results

Object DetectiononSUN-RGBD val
mAP@0.25· 2023-05-31
69.7
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
Object DetectiononSUN-RGBD val
mAP@0.5· 2023-05-31
54
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
3D Object DetectiononSUN-RGBD val
mAP@0.25· 2023-05-31
69.7
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623
3D Object DetectiononSUN-RGBD val
mAP@0.5· 2023-05-31
54
SOTA
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast arXiv:2305.19623