Reasoning on AD-MultiSense CN vs. CI
21.83BLEUAD-Reasoning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AD-Reasoningstatus=ours2026.03 | 21.83 | 32.12 | 28.51 | 89.26 | |
| AD-ReasoningReinforcement Fine-Tuning=without2026.03 | 20.15 | 29.82 | 26.17 | 87.25 | |
| AD-ReasoningPre-training=without2026.03 | 18.73 | 27.92 | 24.24 | 86.36 | |
| M3d-LaMed2026.03 | 3.41 | 17.56 | 14.35 | 81.28 | |
| Med-PaLM-M2026.03 | 2.18 | 20.31 | 13.31 | 81.81 | |
| LLaVA-Med2026.03 | 1.44 | 16.18 | 11.68 | 80.16 | |
| LLaVA-1.5-7B2026.03 | 1.12 | 14.56 | 10.23 | 79.24 |