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Add level1_from_level2 PI0.5 multi-task LoRA transfer (level_2 -> level_1, 28 tasks, step 50000, 28/28 tasks evaluated, mean 0.620 over 50 ep)
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{
"suite": "level1_from_level2",
"source_level": "level_2",
"target_level": "level_1",
"step": 50000,
"num_tasks": 28,
"tasks_evaluated": 28,
"evaluation_complete": true,
"pending_tasks": [],
"episodes_per_task": 50,
"episode_seeds": "1000-1049",
"mean_success_rate": 0.62,
"baseline_mean_success_rate": 0.5792857142857143,
"per_task": {
"PushSoccer-v1": {
"success_rate": 0.7,
"successes": 35,
"return_mean": 60.73479999999999,
"baseline_success_rate": 0.6,
"embodiment": "rigid_body/single_arm_gripper"
},
"PickPlacePen-v1": {
"success_rate": 0.5,
"successes": 25,
"return_mean": 70.59458,
"baseline_success_rate": 0.34,
"embodiment": "rigid_body/single_arm_gripper"
},
"OpenDoor-v1": {
"success_rate": 0.1,
"successes": 5,
"return_mean": 27.335720000000002,
"baseline_success_rate": 0.12,
"embodiment": "rigid_body/single_arm_gripper"
},
"StackBlock-v1": {
"success_rate": 0.66,
"successes": 33,
"return_mean": 47.49696,
"baseline_success_rate": 0.54,
"embodiment": "rigid_body/single_arm_gripper"
},
"LiftBucket-v1": {
"success_rate": 0.82,
"successes": 41,
"return_mean": 108.16542,
"baseline_success_rate": 0.54,
"embodiment": "rigid_body/single_arm_dex"
},
"TurnOnFaucet-v1": {
"success_rate": 0.98,
"successes": 49,
"return_mean": 18.02212,
"baseline_success_rate": 0.84,
"embodiment": "rigid_body/single_arm_dex"
},
"ReorientCube-v1": {
"success_rate": 1.0,
"successes": 50,
"return_mean": 29703.35348,
"baseline_success_rate": 0.84,
"embodiment": "rigid_body/single_arm_dex"
},
"GraspCylinder-v1": {
"success_rate": 0.94,
"successes": 47,
"return_mean": 25.61084,
"baseline_success_rate": 0.86,
"embodiment": "rigid_body/single_arm_dex"
},
"DualArmPushBox-v1": {
"success_rate": 0.42,
"successes": 21,
"return_mean": 64.1022,
"baseline_success_rate": 0.6,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmDoubleDoorBox-v1": {
"success_rate": 0.56,
"successes": 28,
"return_mean": 87.77644000000001,
"baseline_success_rate": 0.7,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmButtonPress-v1": {
"success_rate": 0.94,
"successes": 47,
"return_mean": 109.12971999999999,
"baseline_success_rate": 0.9,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmHammerHandover-v1": {
"success_rate": 0.12,
"successes": 6,
"return_mean": 442.77666,
"baseline_success_rate": 0.24,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmPressButton-v1": {
"success_rate": 0.18,
"successes": 9,
"return_mean": 202.23202,
"baseline_success_rate": 0.38,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmOpenScissor-v1": {
"success_rate": 0.86,
"successes": 43,
"return_mean": 322.57158,
"baseline_success_rate": 0.98,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmSwingCup-v1": {
"success_rate": 0.42,
"successes": 21,
"return_mean": 213.50468,
"baseline_success_rate": 0.42,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmOpenPen-v1": {
"success_rate": 0.28,
"successes": 14,
"return_mean": 906.2467200000001,
"baseline_success_rate": 0.3,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmCoverCloth-v1": {
"success_rate": 0.36,
"successes": 18,
"return_mean": 187.52776000000003,
"baseline_success_rate": 0.24,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmLiftSoftDex-v1": {
"success_rate": 0.98,
"successes": 49,
"return_mean": 124.31164000000001,
"baseline_success_rate": 1.0,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmRopeStretch-v1": {
"success_rate": 0.82,
"successes": 41,
"return_mean": 201.35448,
"baseline_success_rate": 0.48,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmFoldHandKerchief-v1": {
"success_rate": 0.66,
"successes": 33,
"return_mean": -7.93278,
"baseline_success_rate": 0.6,
"embodiment": "deformable/dual_arm_gripper"
},
"DualArmPouringWater-v1": {
"success_rate": 0.64,
"successes": 32,
"return_mean": 146.29584,
"baseline_success_rate": 0.72,
"embodiment": "deformable/dual_arm_gripper"
},
"DualArmRopeCylinderWarpping-v1": {
"success_rate": 0.7,
"successes": 35,
"return_mean": 90.15933999999999,
"baseline_success_rate": 0.66,
"embodiment": "deformable/dual_arm_gripper"
},
"DrapeCloth-v1": {
"success_rate": 0.98,
"successes": 49,
"return_mean": 7.59144,
"baseline_success_rate": 0.96,
"embodiment": "deformable/single_arm_dex"
},
"RopePalmCageHoldDex-v1": {
"success_rate": 0.94,
"successes": 47,
"return_mean": 60.49230000000001,
"baseline_success_rate": 0.92,
"embodiment": "deformable/single_arm_dex"
},
"SqueezeClay-v1": {
"success_rate": 0.6,
"successes": 30,
"return_mean": 622.0785,
"baseline_success_rate": 0.4,
"embodiment": "deformable/single_arm_dex"
},
"ShapeTToI-v1": {
"success_rate": 0.32,
"successes": 16,
"return_mean": -24.37622,
"baseline_success_rate": 0.1,
"embodiment": "deformable/single_arm_gripper"
},
"StraightenRope-v1": {
"success_rate": 0.62,
"successes": 31,
"return_mean": 210.77,
"baseline_success_rate": 0.66,
"embodiment": "deformable/single_arm_gripper"
},
"UnfoldShirt-v1": {
"success_rate": 0.26,
"successes": 13,
"return_mean": 0.98658,
"baseline_success_rate": 0.28,
"embodiment": "deformable/single_arm_gripper"
}
},
"note": "Only the final checkpoint (step 50000) was evaluated, 50 episodes per task; baseline = level_1 policy trained 80000 steps from pi05_base on the same tasks (multi_task/level_1).",
"campaign": "pi05_transfer_20261101"
}