Referring Image Segmentation on G-Ref u (val)
74.6IoUDETRIS-L*
Evaluation results
| Method | Links | |
|---|---|---|
| DETRIS-L*Tuning Protocol=Parameter Efficient Tuning, Training Data Strategy=Mixed RefCOCO dataset, Model Scale=Large2025.01 | 74.6 | |
| UNINEXT-LTraining Data Strategy=Mixed RefCOCO dataset, Model Scale=Large2025.01 | 73.4 | |
| DETRIS-LTuning Protocol=Parameter Efficient Tuning, Model Scale=Large2025.01 | 69.3 | |
| PolyFormer-L*Training Data Strategy=Mixed RefCOCO dataset, Model Scale=Large2025.01 | 69.2 | |
| DETRIS-BTuning Protocol=Parameter Efficient Tuning, Model Scale=Base2025.01 | 67.9 | |
| RISCLIP-BTuning Protocol=Traditional Full Fine-tuning, Model Scale=Base2025.01 | 67.6 | |
| LISA-7BTuning Protocol=Traditional Full Fine-tuning, Model Scale=7B2025.01 | 66.4 | |
| SEEMTuning Protocol=Traditional Full Fine-tuning2025.01 | 65.6 | |
| MagNetTuning Protocol=Traditional Full Fine-tuning2025.01 | 65.4 | |
| ReLA (2023b)Tuning Protocol=Traditional Full Fine-tuning2025.01 | 65 | |
| ReLA (2023a)Tuning Protocol=Traditional Full Fine-tuning2025.01 | 65 | |
| CGFormerTuning Protocol=Traditional Full Fine-tuning2025.01 | 64.7 | |
| ReMamberTuning Protocol=Traditional Full Fine-tuning2025.01 | 63.9 | |
| DMMITuning Protocol=Traditional Full Fine-tuning2025.01 | 63.5 | |
| BarLeRIATuning Protocol=Parameter Efficient Tuning2025.01 | 63.4 | |
| VPDTuning Protocol=Traditional Full Fine-tuning2025.01 | 63.1 | |
| CRISTuning Protocol=Traditional Full Fine-tuning2025.01 | 59.9 | |
| ETRISTuning Protocol=Parameter Efficient Tuning2025.01 | 59.8 | |
| RESTRTuning Protocol=Traditional Full Fine-tuning2025.01 | 54.5 |