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  1. L1-modality_perception/L1a-coarse_modality_perception.json +0 -0
  2. L1-modality_perception/L1b-fine_modality_perception.json +0 -0
  3. L2-anatomy_perception/L2a-od_fovea_positioning.json +0 -0
  4. L2-anatomy_perception/L2b-laterality.json +0 -0
  5. L3-lesion_analysis/L3a-lesion_recognition/L3a0-lesion_recognition-Fibrous_proliferation.json +0 -0
  6. L3-lesion_analysis/L3a-lesion_recognition/L3a1-lesion_recognition-Haemorrhage.json +0 -0
  7. L3-lesion_analysis/L3a-lesion_recognition/L3a10-lesion_recognition-Subretinal_Fluid.json +0 -0
  8. L3-lesion_analysis/L3a-lesion_recognition/L3a11-lesion_recognition-Vitreous_hemorrhage.json +0 -0
  9. L3-lesion_analysis/L3a-lesion_recognition/L3a2-lesion_recognition-Hard_exudate.json +0 -0
  10. L3-lesion_analysis/L3a-lesion_recognition/L3a3-lesion_recognition-Intraretinal_Fluid.json +0 -0
  11. L3-lesion_analysis/L3a-lesion_recognition/L3a4-lesion_recognition-Intraretinal_hemorrhage.json +0 -0
  12. L3-lesion_analysis/L3a-lesion_recognition/L3a5-lesion_recognition-Microaneurysm.json +0 -0
  13. L3-lesion_analysis/L3a-lesion_recognition/L3a6-lesion_recognition-Neovascularization.json +0 -0
  14. L3-lesion_analysis/L3a-lesion_recognition/L3a7-lesion_recognition-Pigment_Epithelial_Detachment.json +0 -0
  15. L3-lesion_analysis/L3a-lesion_recognition/L3a8-lesion_recognition-Preretinal_hemorrhage.json +0 -0
  16. L3-lesion_analysis/L3a-lesion_recognition/L3a9-lesion_recognition-Soft_exudate.json +0 -0
  17. L3-lesion_analysis/L3b-lesion_localization/L3b0-lesion_localization-Fibrous_proliferation.json +0 -0
  18. L3-lesion_analysis/L3b-lesion_localization/L3b1-lesion_localization-Haemorrhage.json +0 -0
  19. L3-lesion_analysis/L3b-lesion_localization/L3b10-lesion_localization-Subretinal_Fluid.json +0 -0
  20. L3-lesion_analysis/L3b-lesion_localization/L3b11-lesion_localization-Vitreous_hemorrhage.json +0 -0
  21. L3-lesion_analysis/L3b-lesion_localization/L3b2-lesion_localization-Hard_exudate.json +0 -0
  22. L3-lesion_analysis/L3b-lesion_localization/L3b3-lesion_localization-Intraretinal_Fluid.json +0 -0
  23. L3-lesion_analysis/L3b-lesion_localization/L3b4-lesion_localization-Intraretinal_hemorrhage.json +0 -0
  24. L3-lesion_analysis/L3b-lesion_localization/L3b5-lesion_localization-Microaneurysm.json +0 -0
  25. L3-lesion_analysis/L3b-lesion_localization/L3b6-lesion_localization-Neovascularization.json +0 -0
  26. L3-lesion_analysis/L3b-lesion_localization/L3b7-lesion_localization-Pigment_Epithelial_Detachment.json +0 -0
  27. L3-lesion_analysis/L3b-lesion_localization/L3b8-lesion_localization-Preretinal_hemorrhage.json +0 -0
  28. L3-lesion_analysis/L3b-lesion_localization/L3b9-lesion_localization-Soft_exudate.json +0 -0
  29. L3-lesion_analysis/L3c-lesion_size_estimation/L3c0-lesion_size_estimation-Fibrous_proliferation.json +0 -0
  30. L3-lesion_analysis/L3c-lesion_size_estimation/L3c1-lesion_size_estimation-Haemorrhage.json +0 -0
  31. L3-lesion_analysis/L3c-lesion_size_estimation/L3c10-lesion_size_estimation-Vitreous_hemorrhage.json +0 -0
  32. L3-lesion_analysis/L3c-lesion_size_estimation/L3c2-lesion_size_estimation-Hard_exudate.json +0 -0
  33. L3-lesion_analysis/L3c-lesion_size_estimation/L3c3-lesion_size_estimation-Intraretinal_Fluid.json +0 -0
  34. L3-lesion_analysis/L3c-lesion_size_estimation/L3c4-lesion_size_estimation-Intraretinal_hemorrhage.json +0 -0
  35. L3-lesion_analysis/L3c-lesion_size_estimation/L3c5-lesion_size_estimation-Neovascularization.json +0 -0
  36. L3-lesion_analysis/L3c-lesion_size_estimation/L3c6-lesion_size_estimation-Pigment_Epithelial_Detachment.json +0 -0
  37. L3-lesion_analysis/L3c-lesion_size_estimation/L3c7-lesion_size_estimation-Preretinal_hemorrhage.json +0 -0
  38. L3-lesion_analysis/L3c-lesion_size_estimation/L3c8-lesion_size_estimation-Soft_exudate.json +0 -0
  39. L3-lesion_analysis/L3c-lesion_size_estimation/L3c9-lesion_size_estimation-Subretinal_Fluid.json +0 -0
  40. L3-lesion_analysis/L3d-lesion_counting/L3d0-lesion_counting-Haemorrhage.json +0 -0
  41. L3-lesion_analysis/L3d-lesion_counting/L3d1-lesion_counting-Intraretinal_hemorrhage.json +0 -0
  42. L3-lesion_analysis/L3d-lesion_counting/L3d2-lesion_counting-Microaneurysm.json +0 -0
  43. L3-lesion_analysis/L3d-lesion_counting/L3d3-lesion_counting-Soft_exudate.json +0 -0
  44. L4-disease_diagnosis/L4a-binary_condition_diagnosis.json +0 -0
  45. L4-disease_diagnosis/L4b-multi_condition_diagnosis.json +0 -0
  46. L4-disease_diagnosis/L4c-dr_grading.json +0 -0
  47. L4-disease_diagnosis/L4d-amd_categorization.json +0 -0
  48. README.md +5 -1
L1-modality_perception/L1a-coarse_modality_perception.json CHANGED
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L3-lesion_analysis/L3a-lesion_recognition/L3a0-lesion_recognition-Fibrous_proliferation.json CHANGED
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L3-lesion_analysis/L3a-lesion_recognition/L3a4-lesion_recognition-Intraretinal_hemorrhage.json CHANGED
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L3-lesion_analysis/L3a-lesion_recognition/L3a5-lesion_recognition-Microaneurysm.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b0-lesion_localization-Fibrous_proliferation.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b1-lesion_localization-Haemorrhage.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b10-lesion_localization-Subretinal_Fluid.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b11-lesion_localization-Vitreous_hemorrhage.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b2-lesion_localization-Hard_exudate.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b3-lesion_localization-Intraretinal_Fluid.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b5-lesion_localization-Microaneurysm.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b6-lesion_localization-Neovascularization.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b7-lesion_localization-Pigment_Epithelial_Detachment.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b8-lesion_localization-Preretinal_hemorrhage.json CHANGED
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L3-lesion_analysis/L3b-lesion_localization/L3b9-lesion_localization-Soft_exudate.json CHANGED
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L3-lesion_analysis/L3c-lesion_size_estimation/L3c0-lesion_size_estimation-Fibrous_proliferation.json CHANGED
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L3-lesion_analysis/L3c-lesion_size_estimation/L3c1-lesion_size_estimation-Haemorrhage.json CHANGED
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L3-lesion_analysis/L3c-lesion_size_estimation/L3c5-lesion_size_estimation-Neovascularization.json CHANGED
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L3-lesion_analysis/L3c-lesion_size_estimation/L3c6-lesion_size_estimation-Pigment_Epithelial_Detachment.json CHANGED
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L3-lesion_analysis/L3c-lesion_size_estimation/L3c7-lesion_size_estimation-Preretinal_hemorrhage.json CHANGED
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L3-lesion_analysis/L3c-lesion_size_estimation/L3c8-lesion_size_estimation-Soft_exudate.json CHANGED
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L3-lesion_analysis/L3c-lesion_size_estimation/L3c9-lesion_size_estimation-Subretinal_Fluid.json CHANGED
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L3-lesion_analysis/L3d-lesion_counting/L3d0-lesion_counting-Haemorrhage.json CHANGED
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L3-lesion_analysis/L3d-lesion_counting/L3d1-lesion_counting-Intraretinal_hemorrhage.json CHANGED
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L3-lesion_analysis/L3d-lesion_counting/L3d2-lesion_counting-Microaneurysm.json CHANGED
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L3-lesion_analysis/L3d-lesion_counting/L3d3-lesion_counting-Soft_exudate.json CHANGED
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L4-disease_diagnosis/L4a-binary_condition_diagnosis.json CHANGED
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README.md CHANGED
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  ---
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  license: cc-by-nc-sa-4.0
 
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  ---
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  [FunBench: Benchmarking Fundus Reading Skills of MLLMs](https://www.arxiv.org/abs/2503.00901)
 
 
 
 
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- FunBench is a novel visual question answering (VQA) benchmark designed to comprehensively evaluate MLLMs' fundus reading skills.
 
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  ---
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  license: cc-by-nc-sa-4.0
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+ viewer: false
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  ---
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  [FunBench: Benchmarking Fundus Reading Skills of MLLMs](https://www.arxiv.org/abs/2503.00901)
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+ FunBench is a novel visual question answering (VQA) benchmark designed to comprehensively evaluate MLLMs' fundus reading skills.
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+
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+ Code and description are available at [https://github.com/ruc-aimc-lab/FunBench](https://github.com/ruc-aimc-lab/FunBench)
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+
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