Publications

Omni-Modal Dissonance Benchmark: Systematically Breaking Modality Consensus to Probe Robustness and Calibrated Abstention

Zabir Al Nazi, Shubhashis Roy Dipta, and Md Rizwan Parvez
A2A-MML, CViW, and KnowledgeMR Workshops at CVPR 2026; under review, 2026

[paper]

BibTeX

@misc{nazi2026omnimodal,
  title = {{Omni-Modal Dissonance Benchmark: Systematically Breaking Modality Consensus to Probe Robustness and Calibrated Abstention}},
  author = {Nazi, Zabir Al and Dipta, Shubhashis Roy and Parvez, Md Rizwan},
  howpublished = {A2A-MML, CViW, and KnowledgeMR Workshops at CVPR 2026; under review},
  year = {2026}
}