Medical Visual Grounding on HEEL
96.34A@0.5MedLoc-R1-7Bpiecewise
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedLoc-R1-7BpiecewiseModel Scale=7B, Scheduling Strategy=piecewise2026.03 | 96.34 | 57.83 | 64.61 | |
| MedLoc-R1-32BpiecewiseModel Scale=32B, Scheduling Strategy=piecewise2026.03 | 96.27 | 57.96 | 64.8 | |
| MedLoc-R1-3BpiecewiseModel Scale=3B, Scheduling Strategy=piecewise2026.03 | 94.19 | 47.35 | 59.01 | |
| MedLoc-R1-3BcosineModel Scale=3B, Scheduling Strategy=cosine2026.03 | 93.31 | 47.67 | 57.42 | |
| MedLoc-R1-3BlinearModel Scale=3B, Scheduling Strategy=linear2026.03 | 92.05 | 42.17 | 54.9 | |
| SFT-3BModel Scale=3B, Training Strategy=SFT2026.03 | 92.01 | 45.18 | 56.25 | |
| Raw-IoU-3BModel Scale=3B, Training Strategy=RL, Scheduling Strategy=Continuous IoU2026.03 | 74.24 | 11.49 | 35.29 | |
| V-Triune-3BModel Scale=3B, Training Strategy=RL, Scheduling Strategy=V-Triune-style2026.03 | 67.63 | 25.05 | 38.61 | |
| VLM-R1-3BModel Scale=3B, Training Strategy=RL, Scheduling Strategy=Fixed2026.03 | 66.79 | 4.17 | 21.41 | |
| Zero Shot-32BModel Scale=32B, Training Strategy=Zero-shot2026.03 | 46.39 | 4.37 | 16.92 | |
| Zero Shot-7BModel Scale=7B, Training Strategy=Zero-shot2026.03 | 41.79 | 2.57 | 14.79 | |
| Zero Shot-3BModel Scale=3B, Training Strategy=Zero-shot2026.03 | 13.64 | 1.64 | 4.78 |