← Search

Xiaopeng Peng

3 accepted papers

2026

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models

AAAI 2026technical

Multimodal large language models (MLLMs), which integrate language and visual cues for problem-solving, are crucial for advancing artificial general intelligence (AGI). However, current benchmarks for measuring the intelligence of MLLMs suffer from limited scale, narrow coverage, and unstructured kn

Cited by 0SourcePDFScholar
2025

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

CVPR 2025poster

Multimodal Large Language Models (MLLMs) have made significant strides in visual understanding and generation tasks. However, generating interleaved image-text content remains a challenge, which requires integrated multimodal understanding and generation abilities. While the progress in unified mode…