Wenhao Huang

In-Place Test-Time Training

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

Reverse-Engineered Reasoning for Open-Ended Generation

WideSearch: Benchmarking Agentic Broad Info-Seeking

ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs

FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning

YuE: Scaling Open Foundation Models for Long-Form Music Generation

TreePO: Enhancing Policy Efficacy and Inference Efficiency with Tree Modeling

Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark

DiscoX: Benchmarking Discourse-Level Translation in Expert Domains

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

Beyond Score: A Multi-Agent System to Discover Capability and Behavioral Weaknesses in LLMs

SciDA: Scientific Dynamic Assessor of LLMs

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures

Audio-FLAN: An Instruction-Following Dataset for Unified Understanding and Generation of Speech, Music, and Sound

CryptoX : Compositional Reasoning Evaluation of Large Language Models

First return, entropy-eliciting explore

MME-CC: A Challenging Multi-Modal Evaluation Benchmark of Cognitive Capacity

VideoScore2: Think before You Score in Generative Video Evaluation

COIG-Writer: A High-Quality Chinese Creative Writing with Thought Process Dataset

LPFQA: A Long-Tail Professional Forum-based Benchmark for LLMs' Evaluation

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks

FlexWorld: Progressively Expanding 3D Scenes for Flexible-View Exploration

MuPT: A Generative Symbolic Music Pretrained Transformer

LIME: LESS IS MORE FOR MLLM EVALUATION

OmniBench: Towards The Future of Universal Omni-Language Models

MIO: A Foundation Model on Multimodal Tokens

AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

ING-VP: MLLMs Cannot Play Easy Vision-based Games Yet

Can MLLMs Understand the Deep Implication Behind Chinese Images?