Open-o3-Video-v2: Seek, Ground, and Reason with Verifiable Spatio-Temporal Evidence Paper • 2610.17656 • Published 9 days ago • 29
StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling Paper • 2608.15089 • Published Aug 15 • 136
Scaling Properties of Text Conditioning in Visual Generation Paper • 2607.29679 • Published Jul 31 • 41
UniVR: Thinking in Visual Space for Unified Visual Reasoning Paper • 2607.12800 • Published Jul 14 • 30
SPIRAL: Self-Evolving Action-Conditioned Video Generation via Reflective Planning Agents Paper • 2603.08403 • Published May 21
UniVR: Thinking in Visual Space for Unified Visual Reasoning Paper • 2607.12800 • Published Jul 14 • 30
Video Generation Models are General-Purpose Vision Learners Paper • 2607.09024 • Published Jul 10 • 83
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking Paper • 2607.00115 • Published Jun 30 • 10
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems Paper • 2606.24937 • Published Jun 22 • 22
PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models Paper • 2606.19534 • Published Jun 17 • 66
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation Paper • 2510.11063 • Published Oct 13, 2025 • 1
RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything Paper • 2401.10228 • Published Jan 18, 2024