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Image Captioning on Flickr30k OOD for Caption (test)

0.9SD (pp)HONES
0.89840.90920.920.9308Apr 20, 2026

Evaluation results

MethodLinks
HONESBackbone=LLaVA-1.5 7B, Baseline Comparison=Base, OOD tuning protocol=re-learn scaling on 20% subset2026.040.9——
HONESBackbone=LLaVA-1.5 7B, Baseline Comparison=Fixed-Amp, OOD tuning protocol=re-learn scaling on 20% subset2026.040.92——
HONESBackbone=LLaVA-1.5 7B, Baseline Comparison=RandNeuron, OOD tuning protocol=re-learn scaling on 20% subset2026.040.94——