Tag: MLLM
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ATP-Bench: Benchmark for Agentic Tool Planning in MLLMs
Discover ATP-Bench, a benchmark for agentic tool planning in multimodal large language models enabling coherent interleaved text-image generation.
Optimizing Visual Demonstration Selection for MLLMs
Discover how Learning to Select Demonstrations (LSD) improves visual in-context learning in MLLMs, outperforming kNN in complex regression tasks.
PRCO: Enhancing Multimodal Reasoning with Perception-Reasoning
Discover PRCO, a novel framework improving multimodal reasoning by coevolving perception and reasoning in AI models for better accuracy and performance.
StreamGaze: Gaze-Guided AI for Streaming Video Insights
Discover StreamGaze, a benchmark enhancing AI's gaze-guided temporal reasoning for real-time streaming video understanding and proactive user intent predic...
GUI-AIMA: Efficient Multimodal Attention for GUI Grounding
Discover GUI-AIMA, a novel framework using multimodal attention for precise, data-efficient GUI grounding in computer-use agents.