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  1. Home
  2. Signal Canvas
  3. World Reasoning Arena
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World Reasoning Arena

Fresh6d ago
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Viability
0.0/10

Compared to this week’s papers

Evidence fresh

Evidence Receipt

Freshness: 2026-04-02T02:30:40.136932+00:00

Claims: 0

References: 38

Proof: unverified

Freshness: fresh

Source paper: World Reasoning Arena

PDF: https://arxiv.org/pdf/2603.25887v1

Repository: https://github.com/MBZUAI-IFM/WR-Arena

Source count: 4

Coverage: 83%

Last proof check: 2026-03-30T20:30:37.571Z

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

World Reasoning Arena

Overall score: 7/10
Lineage: f63d121fded7…
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Canonical Paper Receipt

Last verification: 2026-03-30T20:30:37.571Z

Freshness: fresh

Proof: unverified

Repo: active

References: 38

Sources: 4

Coverage: 83%

Missingness
  • - distribution_readiness_scores
Unknowns
  • - distribution readiness has not been computed yet

Mode Notes

  • Corpus mode searches the research corpus broadly.
  • Paper mode pins trust state to the canonical paper kernel.
  • Workspace mode blends saved sources, prior evidence queries, and linked papers.

Starting…

Dimensions overall score 7.0

GitHub Code Pulse

Stars
15
Health
C
Last commit
4/4/2026
Forks
2
Open repository

Claim map

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Keep exploring

Builds On This
stable-worldmodel-v1: Reproducible World Modeling Research and Evaluation
Score 5.0down
Builds On This
World-Model-Augmented Web Agents with Action Correction
Score 6.0down
Prior Work
ManipArena: Comprehensive Real-world Evaluation of Reasoning-Oriented Generalist Robot Manipulation
Score 7.0stable
Prior Work
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning
Score 7.0stable
Higher Viability
What if? Emulative Simulation with World Models for Situated Reasoning
Score 8.0up
Higher Viability
MWM: Mobile World Models for Action-Conditioned Consistent Prediction
Score 8.0up
Higher Viability
Interactive World Simulator for Robot Policy Training and Evaluation
Score 8.0up
Competing Approach
Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models
Score 7.0stable

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