Recognition on DeepTumorVQA
89.3Colon Lesion ExistenceRadFM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| RadFMEvaluation Mode=Free-text, Model Parameters=13B2026.03 | 89.3 | 86.4 | 69.2 | 89 | 66.2 | 87.1 | 81.2 | — | |
| PhotonEvaluation Mode=Free-text, Model Parameters=3B2026.03 | 88.1 | 91.7 | 62.4 | 89.5 | 64 | 81.9 | 79.6 | — | |
| MerlinEvaluation Mode=Multi-choice, Model Parameters=7B2026.03 | 85.9 | 79.7 | 49.5 | 56.4 | 53.5 | 71.8 | 66.1 | — | |
| MerlinEvaluation Mode=Free-text, Model Parameters=7B2026.03 | 85.9 | 79.7 | 51.1 | 57.4 | 52.4 | 71.8 | 66.4 | — | |
| M3D-L2Evaluation Mode=Multi-choice, Model Parameters=7B2026.03 | 85.9 | 79.7 | 51 | 57.4 | 52.4 | 71.8 | 66.4 | — | |
| M3D-L2Evaluation Mode=Free-text, Model Parameters=7B2026.03 | 85.9 | 79.7 | 51.5 | 57.4 | 52.4 | 71.8 | 66.5 | — | |
| M3D-P3Evaluation Mode=Multi-choice, Model Parameters=4B2026.03 | 85.9 | 79.7 | 50.1 | 57.4 | 51.7 | 71.8 | 66.1 | — | |
| M3D-P3Evaluation Mode=Free-text, Model Parameters=4B2026.03 | 85.9 | 79.7 | 49 | 57.4 | 52.4 | 71.8 | 66 | — | |
| CT-CHATEvaluation Mode=Multi-choice, Model Parameters=7B2026.03 | 85.9 | 79.7 | 51.4 | 57.4 | 52.4 | 71.8 | 66.4 | — | |
| CT-CHATEvaluation Mode=Free-text, Model Parameters=7B2026.03 | 85.9 | 79.7 | 50.7 | 57.4 | 52.4 | 71.8 | 66.3 | — | |
| PhotonEvaluation Mode=Multi-choice, Model Parameters=3B2026.03 | 85.8 | 91 | 71.7 | 89.6 | 68.1 | 80.5 | 81.1 | — | |
| RadFMEvaluation Mode=Multi-choice, Model Parameters=13B2026.03 | 85.6 | 86.1 | 66.8 | 88.6 | 65.2 | 81 | 78.9 | — | |
| RandEvaluation Mode=Multi-choice2026.03 | 50 | 50 | 50 | 50 | 50 | 50 | 50 | — |