Benchmark Almanac

WorldModelGym

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World models predict returns for five candidate action sequences across 100+ Atari, Meta-World, DMC and classic-control tracks. Scored by normalized regret.

Measures decision fidelity, not visual realism. A fixed argmax rule isolates prediction quality. Entrants host a /score endpoint and Reka computes the score. Reka's own Dreamer-v3 led three of four families at launch. Open-loop only.

Made by Reka Labs Released Jul 2026 Interactive world models
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Short answer A number, word or short string matched to a key.

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