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Gpt-4v (ision) is a generalist web agent, if grounded
The recent development on large multimodal models (LMMs), especially GPT-4V (ision) and
Gemini, has been quickly expanding the capability boundaries of multimodal models …
Gemini, has been quickly expanding the capability boundaries of multimodal models …
Evaluating text-to-visual generation with image-to-text generation
Despite significant progress in generative AI, comprehensive evaluation remains
challenging because of the lack of effective metrics and standardized benchmarks. For …
challenging because of the lack of effective metrics and standardized benchmarks. For …
Gpt-4v (ision) is a human-aligned evaluator for text-to-3d generation
Despite recent advances in text-to-3D generative methods there is a notable absence of
reliable evaluation metrics. Existing metrics usually focus on a single criterion each such as …
reliable evaluation metrics. Existing metrics usually focus on a single criterion each such as …
Mantis: Interleaved multi-image instruction tuning
Large multimodal models (LMMs) have shown great results in single-image vision language
tasks. However, their abilities to solve multi-image visual language tasks is yet to be …
tasks. However, their abilities to solve multi-image visual language tasks is yet to be …
Gpt-4v in wonderland: Large multimodal models for zero-shot smartphone gui navigation
We present MM-Navigator, a GPT-4V-based agent for the smartphone graphical user
interface (GUI) navigation task. MM-Navigator can interact with a smartphone screen as …
interface (GUI) navigation task. MM-Navigator can interact with a smartphone screen as …
Evaluating GPT-4V (GPT-4 with vision) on detection of radiologic findings on chest radiographs
Background Generating radiologic findings from chest radiographs is pivotal in medical
image analysis. The emergence of OpenAI's generative pretrained transformer, GPT-4 with …
image analysis. The emergence of OpenAI's generative pretrained transformer, GPT-4 with …
Ufo: A ui-focused agent for windows os interaction
We introduce UFO, an innovative UI-Focused agent to fulfill user requests tailored to
applications on Windows OS, harnessing the capabilities of GPT-Vision. UFO employs a …
applications on Windows OS, harnessing the capabilities of GPT-Vision. UFO employs a …
Viescore: Towards explainable metrics for conditional image synthesis evaluation
In the rapidly advancing field of conditional image generation research, challenges such as
limited explainability lie in effectively evaluating the performance and capabilities of various …
limited explainability lie in effectively evaluating the performance and capabilities of various …
Sapiens: Foundation for human vision models
We present Sapiens, a family of models for four fundamental human-centric vision tasks–2D
pose estimation, body-part segmentation, depth estimation, and surface normal prediction …
pose estimation, body-part segmentation, depth estimation, and surface normal prediction …
Llava-critic: Learning to evaluate multimodal models
We introduce LLaVA-Critic, the first open-source large multimodal model (LMM) designed as
a generalist evaluator to assess performance across a wide range of multimodal tasks …
a generalist evaluator to assess performance across a wide range of multimodal tasks …