Tag: multimodal models
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Diffusion-CAM: Visual Explanations for dMLLMs Explained
Discover Diffusion-CAM, a novel method offering faithful visual explanations for diffusion Multimodal Large Language Models, enhancing interpretability and...
TorchUMM: Unified Codebase for Multimodal Model Evaluation
Discover TorchUMM, the unified codebase for evaluating, analyzing, and post-training diverse multimodal AI models across visual and textual data.
PinpointQA: Benchmark for Small Object Spatial Understanding
Discover PinpointQA, a dataset and benchmark designed to improve small object spatial understanding in indoor videos for advanced AI models.
3D-VCD: Mitigating Hallucinations in 3D Embodied Agents
Discover 3D-VCD, a novel framework that reduces hallucinations in 3D-LLM embodied agents using visual contrastive decoding for safer AI decisions.
MARINER: Benchmark for Fine-Grained Maritime Perception
Discover MARINER, a 3E-driven benchmark for fine-grained vessel perception and complex reasoning in open-water AI environments.