Reasoning on AD-MultiSense CN vs. MCI
21.23BLEUAD-Reasoning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AD-Reasoningstatus=ours2026.03 | 21.23 | 31.25 | 27.83 | 88.52 | |
| AD-ReasoningReinforcement Fine-Tuning=without2026.03 | 19.61 | 28.93 | 25.44 | 86.67 | |
| AD-ReasoningPre-training=without2026.03 | 18.24 | 27.17 | 23.69 | 85.7 | |
| M3d-LaMed2026.03 | 3.31 | 16.56 | 13.35 | 80.28 | |
| Med-PaLM-M2026.03 | 2.08 | 19.31 | 12.31 | 80.81 | |
| LLaVA-Med2026.03 | 1.38 | 15.18 | 10.68 | 79.16 | |
| LLaVA-1.5-7B2026.03 | 1.08 | 13.87 | 9.84 | 78.21 |