Referring Image Segmentation on gRefCOCO (testB)
73.1gIoUSETCON
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SETCON2026.05 | 73.1 | — | 72.4 | |
| MLLMSeg2026.05 | 69.7 | — | 68.5 | |
| Text4Seg2026.05 | 67.3 | — | 66.6 | |
| SAM4MLLM2026.05 | 65.3 | — | 63.4 | |
| GSVA2026.05 | 62.2 | — | 60.5 | |
| LISA-Llama2-13BBackbone=Llama2-13B2026.05 | 61.8 | — | 62.2 | |
| LISA-7BBackbone=7B2026.05 | 58.8 | — | 60.6 | |
| SAM3 Agent2026.05 | 58.5 | — | 55.3 | |
| Visionreasoner2026.05 | 48.5 | — | 51.1 | |
| GSVA-7BBackbone=ViT-H2025.12 | — | 60.47 | — | |
| LAVTBackbone=Swin-B2025.12 | — | 55.04 | — | |
| LISA-7BBackbone=ViT-H2025.12 | — | 60.63 | — | |
| OmniSegNetBackbone=Swin-B2025.12 | — | 62.18 | — | |
| ReLABackbone=Swin-B2025.12 | — | 59.88 | — |