Medical Reasoning on DeepTumorVQA
77.3Fatty Liver AssessmentPhoton
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PhotonEvaluation Mode=Free-text, Model Parameters=3B2026.03 | 77.3 | 86.5 | 74.3 | 48.3 | 67.1 | 46 | 66.6 | — | |
| RadFMEvaluation Mode=Free-text, Model Parameters=13B2026.03 | 57.8 | 85.1 | 77.1 | 48.3 | 65.8 | 43.2 | 62.9 | — | |
| PhotonEvaluation Mode=Multi-choice, Model Parameters=3B2026.03 | 55.8 | 86.5 | 77.1 | 48.3 | 52.6 | 46 | 61.1 | — | |
| CT-CHATEvaluation Mode=Free-text, Model Parameters=7B2026.03 | 48.7 | 86.5 | 80 | 48.3 | 52.6 | 13.5 | 54.9 | — | |
| MerlinEvaluation Mode=Free-text, Model Parameters=7B2026.03 | 48.1 | 86.5 | 80 | 41.4 | 52.6 | 21.6 | 55 | — | |
| M3D-L2Evaluation Mode=Free-text, Model Parameters=7B2026.03 | 48.1 | 86.5 | 80 | 48.3 | 52.6 | 21.6 | 56.2 | — | |
| CT-CHATEvaluation Mode=Multi-choice, Model Parameters=7B2026.03 | 48.1 | 86.5 | 80 | 48.3 | 51.3 | 18.9 | 55.5 | — | |
| RadFMEvaluation Mode=Multi-choice, Model Parameters=13B2026.03 | 48.1 | 86.5 | 77.1 | 48.3 | 57.9 | 32.4 | 58.4 | — | |
| M3D-L2Evaluation Mode=Multi-choice, Model Parameters=7B2026.03 | 46.1 | 86.5 | 65.7 | 48.3 | 52.6 | 35.1 | 55.7 | — | |
| M3D-P3Evaluation Mode=Multi-choice, Model Parameters=4B2026.03 | 45.5 | 86.5 | 80 | 48.3 | 51.3 | 24.3 | 56 | — | |
| M3D-P3Evaluation Mode=Free-text, Model Parameters=4B2026.03 | 39.6 | 86.5 | 80 | 48.3 | 52.6 | 29.7 | 56.1 | — | |
| RandEvaluation Mode=Multi-choice2026.03 | 33.3 | 50 | 50 | 33.3 | 50 | 25 | 40.3 | — | |
| MerlinEvaluation Mode=Multi-choice, Model Parameters=7B2026.03 | 31.8 | 86.5 | 37.1 | 37.9 | 52.6 | 21.6 | 44.6 | — |