MUI element detection on MUI-zh (test)
2.36mAP (Novel)Object-centric + APT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Object-centric + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 2.36 | — | 18.36 | |
| RegionCLIP + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 2.1 | — | 18.23 | |
| PromptDet + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 1.83 | — | 18.12 | |
| DetPro + APTAPT module=true, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 1.41 | — | 16.93 | |
| Object-centricAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 1.31 | — | 17.28 | |
| RegionCLIPAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 1.06 | — | 17.34 | |
| PromptDetAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 0.78 | — | 17.02 | |
| DetProAPT module=false, Backbone=ResNet-50, Evaluation Protocol=Open-vocabulary2023.05 | 0.54 | — | 15.99 |