{ "benchmark_version": "1.0.0", "scene_counts": { "train": 350, "val": 75, "test": 75 }, "target_counts": { "train": 9090, "val": 1950, "test": 1945 }, "grasps": { "parallel_jaw": 161304, "suction": 151924 }, "object_grasp_edges": 6766097, "objects_per_dense_scene": [ 25, 27 ], "prediction": { "seeds": [ 7, 11, 23 ], "epochs": 45, "batch_size": 32, "learning_rate": 0.001, "weight_decay": 0.0001, "selection": "validation progress AP", "thresholds": "per-label validation F1" }, "planning": { "test_scenes": 75, "test_targets": 1945, "groups": 42, "seed": 7, "validation_objective": "success - 0.08 * removals" }, "physical": { "scenes": 10, "targets_per_method": 256, "methods": 5, "seed": 7, "settle_steps": 9000, "timestep_s": 0.002, "velocity_threshold_m_s": 0.04, "multiccd": true, "max_non_target_removals": 5 }, "ordered": { "development_scenes": 4, "objects_per_scene": 15, "targets_per_sequence": 10, "orders_per_scene": 4, "target_trials_per_condition": 160, "conditions": 9, "model_seeds": [ 7, 11, 23, 31, 43 ], "order_seeds": [ "original", 101, 211, 307 ], "representative_seed": 11, "selection": "Seed 11 was selected post hoc among five models on the original-order development runs, then fixed before the three additional target orders. All five models and outcomes are released." }, "hardware": { "existing_trials_per_method": 60, "batches": 3, "trials_per_batch": 20, "new_robot_runs": false } }