Visual Grounding on ReferCOCO+ v1 (val)
86.02Accuracy @ IoU 0.5mPLUG
Evaluation results
| Method | Links | |
|---|---|---|
| mPLUG2022.05 | 86.02 | |
| OFA2022.05 | 84.49 | |
| UNICORN2022.05 | 80.3 | |
| MDETR2022.05 | 79.52 | |
| VILLA2022.05 | 76.17 | |
| UNITER2022.05 | 75.9 | |
| QRNetStage=One-stage, Backbone=Swin-S2022.03 | 72.94 | |
| VLBERT2022.05 | 72.59 | |
| LBYL-NetStage=One-stage, Backbone=DarkNet-532022.03 | 68.64 | |
| CM-Att-EraseStage=Two-stage, Backbone=ResNet-1012022.03 | 68.09 | |
| Ref-NMSStage=Two-stage, Backbone=ResNet-1012022.03 | 66.95 | |
| HFRNStage=One-stage, Backbone=ResNet-1012022.03 | 66.8 | |
| NMTreeStage=Two-stage, Backbone=ResNet-1012022.03 | 66.46 | |
| MAttNetStage=Two-stage, Backbone=ResNet-1012022.03 | 65.33 | |
| TransVGStage=One-stage, Backbone=Swin-S2022.03 | 64.94 | |
| TransVGStage=One-stage, Backbone=ResNet-1012022.03 | 64.82 | |
| SAFFStage=One-stage, Backbone=DarkNet-532022.03 | 64.43 | |
| ReSC-LargeStage=One-stage, Backbone=DarkNet-532022.03 | 63.59 | |
| RvG-TreeStage=Two-stage, Backbone=ResNet-1012022.03 | 63.51 | |
| FAOAStage=One-stage, Backbone=DarkNet-532022.03 | 56.81 |