Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research Reports Paper • 2610.31158 • Published 2 days ago • 17
GraphForge: Training Working Agents with Graph-Anchored Workspace Synthesis Paper • 2609.38923 • Published 24 days ago • 78
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent Paper • 2608.03979 • Published Aug 4 • 36
AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios Paper • 2605.27995 • Published May 27 • 12
SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Paper • 2605.17526 • Published May 17 • 7
VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation Paper • 2605.16079 • Published May 15 • 13
OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation Paper • 2605.12480 • Published May 12 • 4
SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation Paper • 2605.08043 • Published May 8 • 10
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Paper • 2604.17308 • Published Apr 19 • 23
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 117
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models Paper • 2602.02185 • Published Feb 2 • 106
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction Paper • 2503.17736 • Published Mar 22, 2025 • 3
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning Paper • 2504.07956 • Published Apr 10, 2025 • 46
PixMo Collection A set of vision-language datasets built by Ai2 and used to train the Molmo family of models. Read more at https://molmo.allenai.org/blog • 9 items • Updated Mar 2 • 93