DeepTumorVQA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Visual Question Answering | DeepTumorVQA | Average Score68.6 | 13 | |
| Medical Reasoning | DeepTumorVQA | Fatty Liver Assessment77.3 | 13 | |
| Visual Reasoning | DeepTumorVQA | Adjacent Organ Score69.6 | 13 | |
| Recognition | DeepTumorVQA | Colon Lesion Existence89.3 | 13 | |
| Measurement | DeepTumorVQA | Lesion Volume Score83.3 | 13 | |
| Tumor Analysis | DeepTumorVQA | Recognition Accuracy73.3 | 12 | |
| Medical Visual Question Answering | DeepTumorVQA refined 2025b | Total Average66 | 9 | |
| Medical Reasoning | DeepTumorVQA refined 2025b | Fatty Liver Accuracy0.77 | 9 | |
| Visual Reasoning | DeepTumorVQA refined 2025b | Adjacent Organ Accuracy60 | 9 | |
| Recognition | DeepTumorVQA refined subset 2025b | Colon Lesion Existence82 | 9 | |
| Measurement | DeepTumorVQA refined 2025b | Lesion Volume Measurement42 | 9 |
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