Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence? Paper • 2604.03016 • Published 4 days ago • 25
GEBench: Benchmarking Image Generation Models as GUI Environments Paper • 2602.09007 • Published Feb 9 • 39
Thinking in Frames: How Visual Context and Test-Time Scaling Empower Video Reasoning Paper • 2601.21037 • Published Jan 28 • 15
How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing Paper • 2602.01851 • Published Feb 2 • 16
Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs Paper • 2510.24514 • Published Oct 28, 2025 • 22
BaseReward: A Strong Baseline for Multimodal Reward Model Paper • 2509.16127 • Published Sep 19, 2025 • 21
SYNTHETIC-1 Collection A collection of tasks & verifiers for reasoning datasets • 9 items • Updated Oct 7, 2025 • 67
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? Paper • 2408.13257 • Published Aug 23, 2024 • 26