Gemini 4 Argon — Model Card
Official model documentation covering evaluation, limitations and safety considerations. The date records the listed model-card update.
THE RESEARCH ATLAS
Multimodal AI papers
Language, images, speech and video. Explore cross-modal representations and generative systems without collapsing distinct capabilities into one ranking.
Nano Banana 2.1 — Model Card
Official documentation for an image-and-text model, including inputs, outputs, architecture dependencies and safety evaluation.
FACT: A Multimodal Force-Action-Track Foundation Model for Human-to-Robot Dexterity
Human and robot demonstrations are combined with force-aware planning for dexterous manipulation.
UnifoLM-WLA-1.0: One Model Driven, Whole-Body Coordination
Connects embodied understanding, interaction-centric world modeling and action learning for tabletop and whole-body humanoid manipulation.
Qwen-Audio-Agent Technical Report
A foreground-background architecture separates voice interaction from asynchronous task execution, coordinating authorization, state and delivery.
DeepSeek-V4.1-Flash: smarter, faster, more efficient
Official release introducing an asymmetric causal encoder-decoder architecture and linking its technical report and model resources.
Qwen-Image-2.0-RL Technical Report
A diffusion-model post-training pipeline combines task-specific rewards, reinforcement learning and on-policy distillation.
Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation
A language-conditioned video world model predicts future visual trajectories across manipulation, navigation and driving settings.
XPeng X-World: Controllable Multi-View Generative World Model for Autonomous Driving
Describes a controllable multi-view world model used for driving simulation, scenario generation, and evaluation.
Qwen3.5-Omni Technical Report
The report explores an omni-modal model family and training over heterogeneous visual, textual and audio data.
UniDex: A Robot Foundation Suite for Universal Dexterous Hand Control from Egocentric Human Videos
A dataset, VLA policy and capture setup connect human demonstrations to control across different dexterous hands.
Kimi K2.5: Visual Agentic Intelligence
Studies joint visual-language training and multi-agent task decomposition in an open multimodal model.
UnifoLM-VLA-0: A Vision-Language-Action (VLA) Framework under UnifoLM Family
Continues training on robot manipulation data, connecting visual-language understanding and spatial instructions to action prediction.
Qwen3-ASR Technical Report
A speech-recognition family and a forced-alignment model address multilingual transcription and timestamp prediction.
Qwen3-VL Technical Report
The Qwen vision-language family integrates text, image and video understanding across several model sizes.
Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail
Connects driving reasoning and action prediction through Cosmos-Reason and a diffusion trajectory decoder, studying reasoning-action consistency.
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
An industrial model-family report covering reasoning, multimodal input, long contexts and agent-related evaluations.
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots
A coupled vision-language and diffusion architecture combines reasoning with continuous robot-action generation.
Gemini Robotics: Bringing AI into the Physical World
Gemini-based models address robot manipulation and embodied reasoning, connecting multimodal understanding with physical control.
Cosmos World Foundation Model Platform for Physical AI
A platform of video curation, tokenizers, pretrained world models and post-training for physical-AI applications.
EMMA: End-to-End Multimodal Model for Autonomous Driving
Builds on Gemini to predict driving trajectories, perception objects and road structure from camera inputs and text.
SAM 2: Segment Anything in Images and Videos
Extends promptable segmentation from images to video using streaming memory and interactive data collection.
OpenVLA: An Open-Source Vision-Language-Action Model
An open vision-language-action model and adaptation framework make generalist robot policy research more accessible.
GAIA-1: A Generative World Model for Autonomous Driving
Models video, text and vehicle actions as sequences to generate conditioned driving scenes and possible futures.
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
Vision-language models are trained to produce robot actions, exploring transfer from web-scale learning to robotic control.
GPT-4 Technical Report
The report describes GPT-4’s capabilities, evaluation results and limitations while leaving important training details undisclosed.
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion
Robot control is formulated as conditional denoising of action sequences, linking diffusion models to visuomotor learning.
Learning Transferable Visual Models From Natural Language Supervision
Contrastive training aligns images with natural-language descriptions, enabling transfer to new visual categories.
Denoising Diffusion Probabilistic Models
A generative model learns to reverse a gradual noise process, establishing an influential approach to image synthesis.
The ApolloScape Open Dataset for Autonomous Driving and its Application
Documents a driving dataset and applications for sensor fusion, semantic understanding, and localization.
ImageNet Classification with Deep Convolutional Neural Networks
A deep convolutional network demonstrated how data, GPU computation and learned representations could transform visual recognition.
Institutions working on this topic
Counts are records from that institution that carry this topic in this index.