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upvoted 2 papers 13 days ago

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies

Paper • 2602.09514 • Published about 1 month ago • 10

Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization

Paper • 2602.22675 • Published 15 days ago • 22

authored a paper 13 days ago

Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization

Paper • 2602.22675 • Published 15 days ago • 22

authored 4 papers 15 days ago

O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL

Paper • 2601.03743 • Published Jan 7 • 2

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Paper • 2601.06002 • Published Jan 9 • 56

SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature

Paper • 2601.10108 • Published Jan 15 • 7

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies

Paper • 2602.09514 • Published about 1 month ago • 10

upvoted a paper about 2 months ago

PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents

Paper • 2406.13923 • Published Jun 20, 2024 • 25

authored a paper 2 months ago

NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

Paper • 2512.12730 • Published Dec 14, 2025 • 48

upvoted a paper 4 months ago

Reasoning with Sampling: Your Base Model is Smarter Than You Think

Paper • 2510.14901 • Published Oct 16, 2025 • 48

upvoted a paper 5 months ago

ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems

Paper • 2510.11652 • Published Oct 13, 2025 • 30

authored 9 papers 5 months ago

OAgents: An Empirical Study of Building Effective Agents

Paper • 2506.15741 • Published Jun 17, 2025 • 35

IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?

Paper • 2509.24709 • Published Sep 29, 2025 • 7

VideoScore2: Think before You Score in Generative Video Evaluation

Paper • 2509.22799 • Published Sep 26, 2025 • 26

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29, 2025 • 30

EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing

Paper • 2509.26346 • Published Sep 30, 2025 • 19

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs

Paper • 2510.10689 • Published Oct 12, 2025 • 47

ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems

Paper • 2510.11652 • Published Oct 13, 2025 • 30

Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures

Paper • 2510.14616 • Published Oct 16, 2025 • 13

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

Paper • 2510.14763 • Published Oct 16, 2025 • 14