Multi-object referring segmentation on gRefCOCO (testA)
78.5gIoUSETCON
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SETCON2026.05 | 78.5 | 78.1 | |
| MLLMSeg2026.05 | 77 | 76.9 | |
| Text4Seg2026.05 | 75.1 | 73.8 | |
| SAM4MLLM2026.05 | 74.2 | 72.2 | |
| GSVA2026.05 | 71.1 | 69.9 | |
| LISA-Llama2-13BBackbone=Llama2-13B2026.05 | 68.2 | 69.7 | |
| LISA-7BBackbone=7B2026.05 | 66.3 | 68.5 | |
| SAM3 Agent2026.05 | 63.4 | 61.8 | |
| Visionreasoner2026.05 | 58.2 | 64.2 |