Generalized Referring Expression Segmentation on GRES (test A)
79.4gIoUQwen25VL-SAMTok (rl)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen25VL-SAMTok (rl)Size=3B, GRPO Training=true2026.01 | 79.4 | 77.7 | 77.7 | |
| Qwen25VL-SAMTok (ft)Size=7B, Finetuned on GRES=true2026.01 | 78.5 | 77.3 | 75.9 | |
| Qwen25VL-SAMTokSize=7B2026.01 | 77.8 | 72.9 | 77.4 | |
| Qwen25VL-SAMTok (ft)Size=3B, Finetuned on GRES=true2026.01 | 77.4 | 75.6 | 73.6 | |
| MLLMSegSize=8B2026.01 | 77 | 76.9 | 72.4 | |
| Qwen3VL-SAMTokSize=4B2026.01 | 76.9 | 75.8 | 66.2 | |
| SAM4MLLMSize=8B2026.01 | 74.2 | 72.2 | 63.9 | |
| Qwen25VL-SAMTokSize=3B2026.01 | 73.8 | 73 | 58.8 | |
| ARGenSegSize=8B2026.01 | 73.7 | 73.6 | — | |
| HiMTokSize=8B2026.01 | 73.5 | 74.9 | — | |
| LISASize=7B2026.01 | 66.3 | 68.5 | 50 |