Training Data Efficiency in Multimodal Process Reward Models Paper • 2602.04145 • Published 8 days ago • 75
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing Paper • 2602.03845 • Published 8 days ago • 24
Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation Paper • 2602.03619 • Published 8 days ago • 25
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing Paper • 2602.03845 • Published 8 days ago • 24
RelayLLM: Efficient Reasoning via Collaborative Decoding Paper • 2601.05167 • Published Jan 8 • 30
MotionEdit: Benchmarking and Learning Motion-Centric Image Editing Paper • 2512.10284 • Published Dec 11, 2025 • 26
Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following Paper • 2511.21662 • Published Nov 26, 2025 • 11
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 109
VisPlay: Self-Evolving Vision-Language Models from Images Paper • 2511.15661 • Published Nov 19, 2025 • 43
StatEval: A Comprehensive Benchmark for Large Language Models in Statistics Paper • 2510.09517 • Published Oct 10, 2025 • 7 • 4
StatEval: A Comprehensive Benchmark for Large Language Models in Statistics Paper • 2510.09517 • Published Oct 10, 2025 • 7
StatEval: A Comprehensive Benchmark for Large Language Models in Statistics Paper • 2510.09517 • Published Oct 10, 2025 • 7
StatEval: A Comprehensive Benchmark for Large Language Models in Statistics Paper • 2510.09517 • Published Oct 10, 2025 • 7 • 4
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published Sep 29, 2025 • 146
VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning Paper • 2510.01444 • Published Oct 1, 2025 • 20
VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning Paper • 2510.01444 • Published Oct 1, 2025 • 20
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering Paper • 2510.01591 • Published Oct 2, 2025 • 28