Tencent Releases WeVisOne-VL Unified Vision Language Model
Tencent's WeVisOne-VL handles detection, OCR, segmentation and matting in one open model for 2B and 4B sizes.
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21 stories, newest first · one card per story
Stories tagged #vision-language-model
Small vision-language model achieves certified exact arithmetic
Qwen3.5-0.8B with external sheet memory proves exact arithmetic for all input lengths after checking finite views in Lean.
Kev-Bio vision-language model for ultrasound biometry
Kev-Bio uses language model decisions to generate queries for landmark detection on the FU/GU Biometry 2026 dataset.
Sim-trained ZAP robot policy hits 96.7% on real tasks
A 27B vision-language model fine-tuned only in simulation matches GPT-6 Astra and beats MolmoAct2's 33.3% in the same harness.
Paper shows adaptive AI solvers recover after CAPTCHA changes
A YOLOv8 detector routed to an open-weight vision-language model reached 85.4% accuracy and retrains from its own labels.
When Left Is Right? Camera-Motion Understanding beyond Screen
CameraVLM, a 9B model, judges camera motion better than prior VLMs and matches humans.
System Switch: When Should a Fast Decision Model Stop and Think?
Researchers test when a fast Doom actor should defer uncertain decisions to a slower reasoning model.
LeRF: Learning Reference Coordinate Frames for Perspective Taking Reasoning
LeRF trains vision-language models to build explicit reference frames for perspective-taking spatial reasoning.
SpatialSpeak: QA-Native Reconstruction with Local and Global Context for Spatial Chain-of-Thought Reasoning
SpatialSpeak pretrains vision-language models on multi-view reconstruction, reaching a 62.8 ReVSI spatial-reasoning score.
Through Human Eyes and Machine Eyes: Understanding View Mismatch in Video See-Through Extended Reality
Researchers show Meta Quest 3 screenshots diverge from human vision, creating prompt-injection and privacy risks for XR AI.
apple/LensVLM-9B — new model trending #30 on Hugging Face
Apple released LensVLM-9B, a vision-language model that selectively expands compressed document pages.
Alibaba open-sources AI model that can detect cancer and nearly 150 conditions
Alibaba's Damo Academy open-sourced Damo Radar, a vision-language model that reads CT scans to detect nearly 150 abdominal conditions including cancers.
MintAct: A Unified Visual Agent for Digital Environments
MintAct vision-language models at 2B, 4B, and 8B unify UI grounding, multi-step navigation, and visual tool use, matching per-domain specialists.
PANORAMA: Panoptic Grounded Captioning via Mask Proposal Selection
Researchers introduce PANORAMA, a vision-language model grounding caption phrases in pixel masks, alongside the PanoCaps benchmark and gPQ metric.
PhysBrain 1.5: From Vision-Language Models to Physical Foundation Models
PhysBrain 1.5, an 8B physical foundation model, sets open-source state of the art across 28 embodied understanding benchmarks.
Ambient @ EgoLongQA 2026: Distilling Long-Video perception into a Sub-2B Model
Ambient team wins EgoLongQA 2026 sub-2B division by distilling an agentic long-video perception pipeline into a 2B vision-language model.
TRACE: Trajectory-robust Admission with Evidence Ordering for Efficient GUI Agents
TRACE, a training-free visual token pruning framework, cuts GUI agent inference latency and memory while keeping trajectory-wide visual evidence reusable.
Qwen-Drive 1.0 tells you why it brakes, just don't expect the explanation to match the maneuver
Alibaba's Qwen-Drive 1.0 adds 3D perception and planning modules to Qwen3.5-4B for driving tasks, though explanations often mismatch maneuvers.
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CARDEA: Auditable Reasoning Grounded in Spatial Evidence for End-to-End Coronary Angiography Interpretation
CARDEA, a vision-language model trained only on public data, matches cardiologists on coronary angiography complexity assessment while exposing auditable bounding-box evidence.
Learning 3D Editing without Paired Supervision via Generative Prior Distillation
New framework distills 2D editing and VLM priors into a feed-forward 3D editing model without paired 3D training data.
deepseek-ai/DeepSeek-V4-Flash-Vision-Exp — new model trending #10 on Hugging Face
DeepSeek released DeepSeek-V4-Flash-Vision-Exp, its first experimental multimodal model, with large multimodal agent benchmark gains over V4-Flash-0731.