Author

Gulay Oklan

h-index 0 View on Semantic Scholar

We have 1 of 1 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

CBX-Bench: A Human-Aligned MLLM Council for Benchmarking Concept Bottleneck Model Explanations

A multimodal large language model (MLLM) council is developed that, given an image and its CBM explanation, produces an explanation quality score, and CBX-Bench, a public benchmark and leaderboard, provides a human-aligned, scalable evaluation of CBM explanations beyond accuracy and isolated qualitative examples.

Yusuf Meric Karadag, Gulay Oklan, Seref Baris Cagliyan et al. · 0 citations