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Add level2_from_level3 PI0.5 multi-task LoRA transfer (level_3 -> level_2, 28 tasks, step 50000, 28/28 tasks evaluated, mean 0.197 over 50 ep)
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{
"suite": "level2_from_level3",
"source_level": "level_3",
"target_level": "level_2",
"step": 50000,
"num_tasks": 28,
"tasks_evaluated": 28,
"evaluation_complete": true,
"pending_tasks": [],
"episodes_per_task": 50,
"episode_seeds": "1000-1049",
"mean_success_rate": 0.19714285714285712,
"baseline_mean_success_rate": 0.2414285714285714,
"per_task": {
"HangMug-v1": {
"success_rate": 0.6,
"successes": 30,
"return_mean": 25.79132,
"baseline_success_rate": 0.42,
"embodiment": "rigid_body/single_arm_gripper"
},
"PivotBook-v1": {
"success_rate": 0.18,
"successes": 9,
"return_mean": 239.21453999999997,
"baseline_success_rate": 0.16,
"embodiment": "rigid_body/single_arm_gripper"
},
"OpenBoxRetrieval-v1": {
"success_rate": 0.04,
"successes": 2,
"return_mean": 188.0654,
"baseline_success_rate": 0.04,
"embodiment": "rigid_body/single_arm_gripper"
},
"KitAssembly-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 105.025,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/single_arm_gripper"
},
"GraspTwoBlocks-v1": {
"success_rate": 0.38,
"successes": 19,
"return_mean": 248.08678,
"baseline_success_rate": 0.56,
"embodiment": "rigid_body/single_arm_dex"
},
"ReorientPen-v1": {
"success_rate": 0.36,
"successes": 18,
"return_mean": 107.6817,
"baseline_success_rate": 0.3,
"embodiment": "rigid_body/single_arm_dex"
},
"DexOpenDoor-v1": {
"success_rate": 0.4,
"successes": 20,
"return_mean": 273.39941999999996,
"baseline_success_rate": 0.28,
"embodiment": "rigid_body/single_arm_dex"
},
"HammerNailOut-v1": {
"success_rate": 0.3,
"successes": 15,
"return_mean": -24.82602,
"baseline_success_rate": 0.32,
"embodiment": "rigid_body/single_arm_dex"
},
"DualArmLiftBall-v1": {
"success_rate": 0.14,
"successes": 7,
"return_mean": 31.2273,
"baseline_success_rate": 0.36,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmBookPickPlace-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 985.7055,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmPegInHole-v1": {
"success_rate": 0.1,
"successes": 5,
"return_mean": 37.34764,
"baseline_success_rate": 0.18,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmCleanupPotEnv-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 134.37132,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmOpenLaptop-v1": {
"success_rate": 0.26,
"successes": 13,
"return_mean": 1495.9036600000002,
"baseline_success_rate": 0.34,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmThrowBlock-v1": {
"success_rate": 0.14,
"successes": 7,
"return_mean": 2218.96146,
"baseline_success_rate": 0.2,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmJugglingBall-v1": {
"success_rate": 0.14,
"successes": 7,
"return_mean": -4161.02982,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmOpenBottle-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 2187.31884,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmPlaceRopeOverRod-v1": {
"success_rate": 0.24,
"successes": 12,
"return_mean": 192.72281999999998,
"baseline_success_rate": 0.48,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmStuffCloth-v1": {
"success_rate": 0.12,
"successes": 6,
"return_mean": 9.35924,
"baseline_success_rate": 0.44,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmPouringTwoCups-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 2245.32168,
"baseline_success_rate": 0.0,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmClothAlign-v1": {
"success_rate": 0.12,
"successes": 6,
"return_mean": 28.889,
"baseline_success_rate": 0.5,
"embodiment": "deformable/dual_arm_gripper"
},
"DualArmPushObject-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 0.0,
"baseline_success_rate": 0.0,
"embodiment": "deformable/dual_arm_gripper"
},
"DualArmStraightenRope-v1": {
"success_rate": 0.14,
"successes": 7,
"return_mean": 66.9053,
"baseline_success_rate": 0.24,
"embodiment": "deformable/dual_arm_gripper"
},
"ClothWipe-v1": {
"success_rate": 0.58,
"successes": 29,
"return_mean": 330.92040000000003,
"baseline_success_rate": 0.24,
"embodiment": "deformable/single_arm_dex"
},
"RollingPin-v1": {
"success_rate": 0.06,
"successes": 3,
"return_mean": 259.7799,
"baseline_success_rate": 0.38,
"embodiment": "deformable/single_arm_dex"
},
"RopeBridgeDex-v1": {
"success_rate": 0.62,
"successes": 31,
"return_mean": 268.28654,
"baseline_success_rate": 0.32,
"embodiment": "deformable/single_arm_dex"
},
"FoldShirt-v1": {
"success_rate": 0.46,
"successes": 23,
"return_mean": 209.07842,
"baseline_success_rate": 0.62,
"embodiment": "deformable/single_arm_gripper"
},
"ScoopWater-v1": {
"success_rate": 0.06,
"successes": 3,
"return_mean": -27.8099,
"baseline_success_rate": 0.26,
"embodiment": "deformable/single_arm_gripper"
},
"StraightenTwoRopesSequential-v1": {
"success_rate": 0.08,
"successes": 4,
"return_mean": 2139.9138000000003,
"baseline_success_rate": 0.12,
"embodiment": "deformable/single_arm_gripper"
}
},
"note": "Only the final checkpoint (step 50000) was evaluated, 50 episodes per task; baseline = level_2 policy trained 80000 steps from pi05_base on the same tasks (multi_task/level_2).",
"campaign": "pi05_transfer_20261101"
}