Referring Expression Segmentation on RefCOCO, RefCOCO+, and G-Ref (average)
73.7mIoUCoLA
Evaluation results
| Method | Links | |
|---|---|---|
| CoLAUpdate Ratio=17.2%2026.04 | 73.7 | |
| EEVGUpdate Ratio=100%2026.04 | 72.2 | |
| TALENTParams. (backbone)=2.33M, Params. (other modules)=20.44M, Params. (overall)=22.77M2026.04 | 72 | |
| DETRISUpdate Ratio=17.5%2026.04 | 71 | |
| DETRISParams. (backbone)=2.71M, Params. (other modules)=22.84M, Params. (overall)=26.69M2026.04 | 70.4 | |
| VG-LAWUpdate Ratio=100%2026.04 | 69.2 | |
| BarLeRIaUpdate Ratio=17.8%2026.04 | 67.1 | |
| CoupAlignUpdate Ratio=100%2026.04 | 67 | |
| BarLeRIaParams. (backbone)=2.21M, Params. (other modules)=23.98M, Params. (overall)=26.19M2026.04 | 66.5 | |
| LAVTUpdate Ratio=100%2026.04 | 65.8 | |
| CRISUpdate Ratio=100%2026.04 | 64.3 | |
| CRISParams. (backbone)=57.31M, Params. (other modules)=103.94M, Params. (overall)=161.25M2026.04 | 63.8 | |
| ETRISUpdate Ratio=17.4%2026.04 | 63.4 | |
| ETRISParams. (backbone)=1.94M, Params. (other modules)=23.98M, Params. (overall)=25.92M2026.04 | 62.8 | |
| CompacterParams. (backbone)=0.19M, Params. (other modules)=23.98M, Params. (overall)=24.17M2026.04 | 61.3 | |
| LoRAParams. (backbone)=0.03M, Params. (other modules)=23.98M, Params. (overall)=24.01M2026.04 | 60.4 |