Liya

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upvoted 3 papers about 1 month ago

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published Sep 1 • 568

S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?

Paper • 2608.31100 • Published Aug 31 • 148

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published Aug 31 • 274

upvoted a paper about 2 months ago

StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows

Paper • 2608.17800 • Published Aug 18 • 138

upvoted a paper 3 months ago

Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields

Paper • 2606.11042 • Published Jun 9 • 221

upvoted a collection 3 months ago

M-A-P Full Paper List

Collection

27 items • Updated Dec 16, 2025 • 16

upvoted a paper 6 months ago

CocoaBench: Evaluating Unified Digital Agents in the Wild

Paper • 2604.11201 • Published Apr 13 • 37

upvoted a paper 8 months ago

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

Paper • 2512.12730 • Published Dec 14, 2025 • 52

upvoted a paper about 1 year ago

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

Paper • 2509.04292 • Published Sep 4, 2025 • 59