OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data Paper • 2603.15594 • Published 10 days ago • 143
TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization Paper • 2601.16480 • Published Jan 23 • 51
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published Jan 21 • 75
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents Paper • 2601.12346 • Published Jan 18 • 50
FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs Paper • 2601.13836 • Published Jan 20 • 35
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published Jan 16 • 66
RoboOmni: Proactive Robot Manipulation in Omni-modal Context Paper • 2510.23763 • Published Oct 27, 2025 • 58