benchmark 2evaluation metrics 2adaptive inference 1agentic visual reasoning 1audio-video synthesis 1diffusion models 1keyframe conditioning 1multimodal alignment 1multimodal language models 1multimodal large language models 1multimodal models 1multi-reference generation 1
From the 5 of 26 linked papers with an AI index.
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cs.AI2026
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark
Yang Shi, Yuhao Dong, Yue Ding +22
The integration of visual understanding and generation into unified multimodal models represents a significant stride toward general-purpose AI. However, a fundamental question rem…
cs.AI2025
MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning
Xukai Wang, Xuanbo Liu, Mingrui Chen +16
With the advancement of powerful large-scale reasoning models, effectively evaluating the reasoning capabilities of these models has become increasingly important. However, existin…