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Shibo Hong

2 accepted papers

2026

DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model

ICML 2026poster

Significant progress has been made in the field of Instruction-based Image Editing Models (IIEMs). However, while these models demonstrate plausible adherence to instructions and strong reasoning ability on current benchmarks, their ability to edit small objects remains underexplored, despite its im…

Cited by 0SourceScholar
2026

FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization

ICLR 2026oral

Evaluating open-ended outputs of Multimodal Large Language Models has become a bottleneck as model capabilities, task diversity, and modality rapidly expand. Existing ``MLLM-as-a-Judge'' evaluators, though promising, remain constrained to specific tasks and aspects (i.e., specific evaluation criteri…

Cited by 0SourceScholar