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+ ---
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+ tags:
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+ - benchmark
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+ - reinforcement-learning
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+ - ppo
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+ - robotics
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+ - paramtatva
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+ license: apache-2.0
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+ ---
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+
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+ # CALVIN Manipulation Benchmark
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+
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+ PPO evaluation benchmark on CALVIN tabletop manipulation tasks.
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+
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+ ## Tasks
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+
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+ | Task ID | Name |
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+ |---------|------|
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+ | place-in-drawer | place_in_drawer |
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+ | pick-up-block | pick_up_block |
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+ | turn-on-lightbulb | turn_on_lightbulb |
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+ | close-drawer | close_drawer |
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+ | open-drawer | open_drawer |
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+
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+ ## Usage
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+
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+ Submit evaluation results to this benchmark by adding `.eval_results/*.yaml` files
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+ to your model repo, referencing this dataset's task IDs.
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+
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+ © 2026 ParamTatva.org