3D Open Vocabulary Instance Segmentation On
Metrics
AP Common
AP Head
AP Tail
AP25
AP50
mAP
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | AP Common | AP Head | AP Tail | AP25 | AP50 | mAP |
|---|---|---|---|---|---|---|
| openins3d-snap-and-lookup-for-3d-open | 6.5 | 16.0 | 4.2 | 14.4 | 10.3 | 8.8 |
| open3dis-open-vocabulary-3d-instance | 21.2 | 27.8 | 21.8 | 32.8 | 29.4 | 23.7 |
| openmask3d-open-vocabulary-3d-instance | 14.1 | 17.1 | 14.9 | 23.1 | 19.9 | 15.4 |
| openins3d-snap-and-lookup-for-3d-open | 14.2 | 19.2 | 14.2 | 23.3 | 20.6 | 15.9 |
| open-yolo-3d-towards-fast-and-accurate-open | 24.3 | 27.8 | 21.6 | 36.2 | 31.7 | 24.7 |