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Papers Benchmarks Datasets Tasks

DeepTumorVQA dataset and benchmarks · SOTA2 Research

Research Datasets

DeepTumorVQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Medical Visual Question Answering

DeepTumorVQA

68.6Average Score

13

Medical Reasoning

DeepTumorVQA

77.3Fatty Liver Assessment

13

Visual Reasoning

DeepTumorVQA

69.6Adjacent Organ Score

13

DeepTumorVQA

89.3Colon Lesion Existence

13

DeepTumorVQA

83.3Lesion Volume Score

13

DeepTumorVQA

73.3Recognition Accuracy

12

Medical Visual Question Answering

DeepTumorVQA refined 2025b

66Total Average

9

Medical Reasoning

DeepTumorVQA refined 2025b

0.77Fatty Liver Accuracy

9

Visual Reasoning

DeepTumorVQA refined 2025b

60Adjacent Organ Accuracy

9

DeepTumorVQA refined subset 2025b

82Colon Lesion Existence

9

DeepTumorVQA refined 2025b

42Lesion Volume Measurement

9

Popular tasks

Medical Visual Question Answering Visual Reasoning Recognition Medical Reasoning Measurement

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