The authors release TaskGalaxy, a 413k-sample multimodal instruction dataset with 19,227 hierarchically organized task types, and report consistent benchmark gains when it is added to LLaVA-v1.5 and InternVL-Chat-v1.0.
Hallusionbench: an advanced diagnostic suite for entangled language hallucination and visual illusion in large vision-language models
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TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types
The authors release TaskGalaxy, a 413k-sample multimodal instruction dataset with 19,227 hierarchically organized task types, and report consistent benchmark gains when it is added to LLaVA-v1.5 and InternVL-Chat-v1.0.