MUI element detection on VINS (test)
4.23mAP (Novel)RegionCLIP + APT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RegionCLIP + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 4.23 | — | 56.8 | |
| Object-centric + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 3.76 | — | 55.49 | |
| RegionCLIPAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 3.61 | — | 55.79 | |
| Object-centricAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 3.19 | — | 55.34 | |
| PromptDet + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 3.02 | — | 55.18 | |
| DetPro + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 2.74 | — | 54.95 | |
| PromptDetAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 2.59 | — | 54.86 | |
| DetProAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 2.03 | — | 54.68 |