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authored a paper 3 months ago

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published May 28 • 103

posted an update 3 months ago

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Hey all — our ResearchClawBench leaderboard just updated 🔥

We let AI do real science: 40 tasks across 10 disciplines, compared to human papers. Hard example? 🏔️ Glacier mass change — AI must integrate 233 datasets from 35 teams, 4 methods, reproduce 6542±387 Gt ice loss vs IPCC. No toy problems.

Latest leaderboard (2026-06-09) 📊:
Agents: 🥇 Claude Code 21.5 (50 = match human), $5.3; 🥈 EvoScientist 18.8, $4.1; 🥉 Codex CLI 18.4, just $2.0
LLMs+Harness: 🥇 Claude-Opus-4.8 21.1, $4.0; 🥈 Claude-Opus-4.7 20.7; 🥉 MiniMax-M3 19.8, only $0.45; Qwen3.7-Max 18.7, $0.42, 11min 💥

Claude still king, but MiniMax/Qwen/DeepSeek are crazy cheap and competitive. Expensive isn't always better.

📎 Code & star: https://github.com/InternScience/ResearchClawBench
🏠 Website: https://internscience.github.io/ResearchClawBench-Home/
🤗 Upvote paper: ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research (2606.07591)

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submitted a paper to Daily Papers 3 months ago

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published May 28 • 103

authored 2 papers 4 months ago

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

Paper • 2510.08529 • Published Oct 9, 2025 • 19

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction

Paper • 2605.06642 • Published May 7 • 29

submitted a paper to Daily Papers 4 months ago

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction

Paper • 2605.06642 • Published May 7 • 29

authored a paper 5 months ago

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Paper • 2603.25040 • Published Mar 26 • 134

authored a paper 7 months ago

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery

Paper • 2602.08990 • Published Feb 9 • 85

authored a paper 8 months ago

SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence

Paper • 2512.22334 • Published Dec 26, 2025 • 38

authored a paper 9 months ago

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 122

authored a paper 12 months ago

InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis

Paper • 2509.10441 • Published Sep 12, 2025 • 31

authored a paper about 1 year ago

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 274

authored a paper about 1 year ago

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 238

authored 4 papers about 1 year ago

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Paper • 2508.21148 • Published Aug 28, 2025 • 144

Exploring Representation-Aligned Latent Space for Better Generation

Paper • 2502.00359 • Published Feb 1, 2025 • 2

Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System

Paper • 2505.20310 • Published May 22, 2025 • 1

EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs

Paper • 2505.17139 • Published May 22, 2025 • 2