Medical Grounding on TN3K
68.01A@0.5MedLoc-R1-32Bpiecewise
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedLoc-R1-32BpiecewiseModel Scale=32B, Scheduling Strategy=piecewise2026.03 | 68.01 | 27.52 | 38.71 | |
| MedLoc-R1-7BpiecewiseModel Scale=7B, Scheduling Strategy=piecewise2026.03 | 67.11 | 27.02 | 38.21 | |
| MedLoc-R12026.03 | 66.18 | — | — | |
| MedLoc-R1-3BpiecewiseModel Scale=3B, Scheduling Strategy=piecewise2026.03 | 66.18 | 29.6 | 37.96 | |
| MedLoc-R1-3BcosineModel Scale=3B, Scheduling Strategy=cosine2026.03 | 65.89 | 27.21 | 37.01 | |
| SFT-3BModel Scale=3B, Training Strategy=SFT2026.03 | 62.39 | 28.71 | 36.11 | |
| MedLoc-R1-3BlinearModel Scale=3B, Scheduling Strategy=linear2026.03 | 62.15 | 26.97 | 36.67 | |
| Raw-IoU-3BModel Scale=3B, Training Strategy=RL, Scheduling Strategy=Continuous IoU2026.03 | 57.17 | 21.88 | 29.28 | |
| BoxMed-RLstatus=reproduced, setting=bbox-only2026.03 | 56.39 | — | — | |
| MedGround-R12026.03 | 51.43 | — | — | |
| V-Triune-3BModel Scale=3B, Training Strategy=RL, Scheduling Strategy=V-Triune-style2026.03 | 43.5 | 15.62 | 21.85 | |
| VLM-R1-3BModel Scale=3B, Training Strategy=RL, Scheduling Strategy=Fixed2026.03 | 43.01 | 10.85 | 20.78 | |
| GroundingDINO-Lstatus=fine-tuned2026.03 | 32.7 | — | — | |
| Zero Shot-32BModel Scale=32B, Training Strategy=Zero-shot2026.03 | 21.42 | 3.01 | 8.71 | |
| Zero Shot-7BModel Scale=7B, Training Strategy=Zero-shot2026.03 | 19.12 | 2.02 | 7.55 | |
| Zero Shot-3BModel Scale=3B, Training Strategy=Zero-shot2026.03 | 9.74 | 1.29 | 3.46 |