FundusExpert, an 8B ophthalmic MLLM trained on region-grounded cognitive-chain instructions, reports state-of-the-art QA and report-generation results, with a fitted data-scaling exponent of 0.068.
Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning
FundusExpert, an 8B ophthalmic MLLM trained on region-grounded cognitive-chain instructions, reports state-of-the-art QA and report-generation results, with a fitted data-scaling exponent of 0.068.