Visual Grounding on MS-CXR (test)
87.9mAP@0.5RadVLM+RL
Evaluation results
| Method | Links | |
|---|---|---|
| RadVLM+RLRL optimization=GRPO2025.12 | 87.9 | |
| RadVLM-Thinking+RLThinking=true, RL optimization=GRPO2025.12 | 86.4 | |
| RadVLM2025.12 | 84.6 | |
| MAIRA-22025.12 | 80.1 | |
| Qwen3-VL+RLRL optimization=GRPO2025.12 | 79.4 | |
| Qwen3-VL-Thinking+RLThinking=true, RL optimization=GRPO2025.12 | 76.1 | |
| Qwen3-VL2025.12 | 19 | |
| Qwen3-VL-ThinkingThinking=true2025.12 | 14.6 |