Linslab's picture
Add level2_from_level1 PI0.5 multi-task LoRA transfer (level_1 -> level_2, 28 tasks, step 50000, 28/28 tasks evaluated, mean 0.218 over 50 ep)
816e26b verified
Raw History Blame Contribute Delete
6.37 kB
{
"suite": "level2_from_level1",
"source_level": "level_1",
"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": 0.21785714285714283,
"baseline_mean_success_rate": 0.2414285714285714,
"per_task": {
"HangMug-v1": {
"success_rate": 0.42,
"successes": 21,
"return_mean": 17.72666,
"baseline_success_rate": 0.42,
"embodiment": "rigid_body/single_arm_gripper"
},
"PivotBook-v1": {
"success_rate": 0.14,
"successes": 7,
"return_mean": 248.15792000000002,
"baseline_success_rate": 0.16,
"embodiment": "rigid_body/single_arm_gripper"
},
"OpenBoxRetrieval-v1": {
"success_rate": 0.06,
"successes": 3,
"return_mean": 197.39186,
"baseline_success_rate": 0.04,
"embodiment": "rigid_body/single_arm_gripper"
},
"KitAssembly-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 139.895,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/single_arm_gripper"
},
"GraspTwoBlocks-v1": {
"success_rate": 0.64,
"successes": 32,
"return_mean": 208.27066,
"baseline_success_rate": 0.56,
"embodiment": "rigid_body/single_arm_dex"
},
"ReorientPen-v1": {
"success_rate": 0.3,
"successes": 15,
"return_mean": 103.63018,
"baseline_success_rate": 0.3,
"embodiment": "rigid_body/single_arm_dex"
},
"DexOpenDoor-v1": {
"success_rate": 0.18,
"successes": 9,
"return_mean": 377.74296000000004,
"baseline_success_rate": 0.28,
"embodiment": "rigid_body/single_arm_dex"
},
"HammerNailOut-v1": {
"success_rate": 0.32,
"successes": 16,
"return_mean": -24.4546,
"baseline_success_rate": 0.32,
"embodiment": "rigid_body/single_arm_dex"
},
"DualArmLiftBall-v1": {
"success_rate": 0.18,
"successes": 9,
"return_mean": 32.56292,
"baseline_success_rate": 0.36,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmBookPickPlace-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 318.60598000000005,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmPegInHole-v1": {
"success_rate": 0.28,
"successes": 14,
"return_mean": 37.90382,
"baseline_success_rate": 0.18,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmCleanupPotEnv-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 217.22484,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_gripper"
},
"DualArmOpenLaptop-v1": {
"success_rate": 0.3,
"successes": 15,
"return_mean": 1409.5982000000001,
"baseline_success_rate": 0.34,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmThrowBlock-v1": {
"success_rate": 0.24,
"successes": 12,
"return_mean": 2118.74322,
"baseline_success_rate": 0.2,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmJugglingBall-v1": {
"success_rate": 0.2,
"successes": 10,
"return_mean": -4123.32294,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmOpenBottle-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 2156.98738,
"baseline_success_rate": 0.0,
"embodiment": "rigid_body/dual_arm_dex"
},
"DualArmPlaceRopeOverRod-v1": {
"success_rate": 0.74,
"successes": 37,
"return_mean": 253.59921999999997,
"baseline_success_rate": 0.48,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmStuffCloth-v1": {
"success_rate": 0.1,
"successes": 5,
"return_mean": 27.81286,
"baseline_success_rate": 0.44,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmPouringTwoCups-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 2027.06476,
"baseline_success_rate": 0.0,
"embodiment": "deformable/dual_arm_dex"
},
"DualArmClothAlign-v1": {
"success_rate": 0.22,
"successes": 11,
"return_mean": 32.18428,
"baseline_success_rate": 0.5,
"embodiment": "deformable/dual_arm_gripper"
},
"DualArmPushObject-v1": {
"success_rate": 0.0,
"successes": 0,
"return_mean": 0.013800000000000002,
"baseline_success_rate": 0.0,
"embodiment": "deformable/dual_arm_gripper"
},
"DualArmStraightenRope-v1": {
"success_rate": 0.14,
"successes": 7,
"return_mean": 52.80332000000001,
"baseline_success_rate": 0.24,
"embodiment": "deformable/dual_arm_gripper"
},
"ClothWipe-v1": {
"success_rate": 0.24,
"successes": 12,
"return_mean": 385.56574,
"baseline_success_rate": 0.24,
"embodiment": "deformable/single_arm_dex"
},
"RollingPin-v1": {
"success_rate": 0.38,
"successes": 19,
"return_mean": 253.30404,
"baseline_success_rate": 0.38,
"embodiment": "deformable/single_arm_dex"
},
"RopeBridgeDex-v1": {
"success_rate": 0.32,
"successes": 16,
"return_mean": 272.06566,
"baseline_success_rate": 0.32,
"embodiment": "deformable/single_arm_dex"
},
"FoldShirt-v1": {
"success_rate": 0.5,
"successes": 25,
"return_mean": 202.30648000000002,
"baseline_success_rate": 0.62,
"embodiment": "deformable/single_arm_gripper"
},
"ScoopWater-v1": {
"success_rate": 0.14,
"successes": 7,
"return_mean": -25.36436,
"baseline_success_rate": 0.26,
"embodiment": "deformable/single_arm_gripper"
},
"StraightenTwoRopesSequential-v1": {
"success_rate": 0.06,
"successes": 3,
"return_mean": 2135.37092,
"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"
}