Grounded Referring Expression Comprehension on GREC testB
71.9N-accMimoVL-7B + MRSI + CVO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MimoVL-7B + MRSI + CVOBackbone=MimoVL-7B, Training Configuration=MRSI + Constraint-guided Verifiable Optimization (CVO)2026.02 | 71.9 | 73 | |
| Qwen2.5VL-7B + MRSIBackbone=Qwen2.5VL-7B, Training Configuration=Multi-style Reasoning Schema Injection (MRSI)2026.02 | 70.3 | 71.5 | |
| Qwen2.5VL-7B + SFTBackbone=Qwen2.5VL-7B, Training Configuration=Supervised Fine-Tuning (SFT)2026.02 | 70.2 | 62.5 | |
| Qwen2.5VL-7B + MRSI + CVOBackbone=Qwen2.5VL-7B, Training Configuration=MRSI + Constraint-guided Verifiable Optimization (CVO)2026.02 | 69.7 | 72.8 | |
| MimoVL-7B + SFTBackbone=MimoVL-7B, Training Configuration=Supervised Fine-Tuning (SFT)2026.02 | 69.6 | 45.6 | |
| MimoVL-7B + MRSIBackbone=MimoVL-7B, Training Configuration=Multi-style Reasoning Schema Injection (MRSI)2026.02 | 68.6 | 71.6 |