Can Agents Generalize to the Open World? Unveiling the Fragility of Static Training in Tool Use Paper • 2607.01084 • Published Jul 1
OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks Paper • 2606.29537 • Published Jun 28 • 24
OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks Paper • 2606.29537 • Published Jun 28 • 24
FineVLA: Fine-Grained Instruction Alignment for Steerable Vision-Language-Action Policies Paper • 2605.27284 • Published May 26 • 9
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments Paper • 2605.30280 • Published May 28 • 146
MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations Paper • 2510.10396 • Published Oct 12, 2025
$\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens Paper • 2402.13718 • Published Feb 21, 2024 • 1
MADFormer: Mixed Autoregressive and Diffusion Transformers for Continuous Image Generation Paper • 2506.07999 • Published Jun 9, 2025 • 2
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments Paper • 2605.30280 • Published May 28 • 146
FineVLA: Fine-Grained Instruction Alignment for Steerable Vision-Language-Action Policies Paper • 2605.27284 • Published May 26 • 9
ARKS: Active Retrieval in Knowledge Soup for Code Generation Paper • 2402.12317 • Published Feb 19, 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? Paper • 2407.10956 • Published Jul 15, 2024 • 7
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Paper • 2505.13227 • Published May 19, 2025 • 46
On Path to Multimodal Generalist: General-Level and General-Bench Paper • 2505.04620 • Published May 7, 2025 • 84
Lemur: Harmonizing Natural Language and Code for Language Agents Paper • 2310.06830 • Published Oct 10, 2023 • 33
Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning Paper • 2309.11489 • Published Sep 20, 2023 • 2