Generalized Referring Expression Segmentation on Ref-ZOM (test)
71.13oIoUInstAlign
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| InstAlignBackbone=Swin-B2024.11 | 71.13 | 70.81 | 94.23 | |
| CoHDBackbone=Swin-B2024.11 | 68.99 | 69.81 | 93.34 | |
| DMMI2023.12 | 68.77 | 68.21 | 87.02 | |
| DMMIBackbone=Swin-B2024.11 | 68.77 | 68.21 | 87.02 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=true2023.12 | 68.29 | 68.13 | 94.59 | |
| GSVA-7BBackbone=SAM-ViT-H2024.11 | 68.29 | 68.13 | 94.59 | |
| GSVA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=false2023.12 | 67.12 | 67.98 | 82.66 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=true2023.12 | 66.41 | 65.39 | 93.39 | |
| LISA-7BBackbone=SAM-ViT-H2024.11 | 66.41 | 65.39 | 93.39 | |
| LAVT2023.12 | 64.45 | 64.78 | 83.11 | |
| LAVTBackbone=Swin-B2024.11 | 64.45 | 64.78 | 83.11 | |
| VLT2023.12 | 60.21 | 60.43 | 79.26 | |
| VLTBackbone=ResNet-1012024.11 | 60.21 | 60.43 | 79.16 | |
| LISA-Vicuna-7BBackbone=Vicuna-7B, Fine-tuning=false2023.12 | 60.14 | 61.46 | 72.58 | |
| CMPC2023.12 | 56.19 | 55.72 | 77.01 | |
| CMPCBackbone=DarkNet-532024.11 | 56.19 | 55.72 | 77.01 | |
| MCN2023.12 | 55.03 | 54.7 | 75.81 | |
| MCNBackbone=ResNet-1012024.11 | 55.03 | 54.7 | 75.81 |