Reasoning Segmentation on LLM-Seg40k (val)
52.2gIoUGEAR-Seg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GEAR-SegUse LLM=true, Zero-shot=true2026.07 | 52.2 | 52.9 | |
| LLM-Seg-7BUse LLM=true, Zero-shot=false2026.07 | 45.5 | 54.2 | |
| LISA-7BUse LLM=true, Zero-shot=false2026.07 | 37.6 | 48.5 | |
| LLM-Seg-7BUse LLM=true, Zero-shot=true2026.07 | 36 | 39.4 | |
| LISA-7BUse LLM=true, Zero-shot=true2026.07 | 33.2 | 38 | |
| GRESUse LLM=false, Zero-shot=true2026.07 | 14.2 | 15.9 |