WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation Paper • 2605.25874 • Published 8 days ago • 100
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published 29 days ago • 124
OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published Apr 13 • 66
The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping Paper • 2604.11297 • Published Apr 13 • 144
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models Paper • 2603.26164 • Published Mar 27 • 365
Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model Paper • 2603.21986 • Published Mar 23 • 125
BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning Paper • 2603.04918 • Published Mar 5 • 56
LTX-2.3 Collection LTX-2.3 base models, quantized models and accompanying LoRAs and IC-LoRAs • 10 items • Updated 21 days ago • 55
Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model Paper • 2602.07422 • Published Feb 7 • 22
MOSS-Audio-Tokenizer: Scaling Audio Tokenizers for Future Audio Foundation Models Paper • 2602.10934 • Published Feb 11 • 50
MOVA: Towards Scalable and Synchronized Video-Audio Generation Paper • 2602.08794 • Published Feb 9 • 159
CritiQ: Mining Data Quality Criteria from Human Preferences Paper • 2502.19279 • Published Feb 26, 2025 • 11
FourierSampler: Unlocking Non-Autoregressive Potential in Diffusion Language Models via Frequency-Guided Generation Paper • 2601.23182 • Published Jan 30 • 21
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts Paper • 2601.20730 • Published Jan 28 • 21
TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization Paper • 2601.16480 • Published Jan 23 • 50
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published Jan 21 • 75