{ "micro_success": 0.8114975845410628, "macro_success": 0.8254923800827516, "total_successes": 8399, "total_episodes": 10350, "rows": [ { "title": "Camera Viewpoints", "repo": "pi05-libero-plus-camera-view-failures", "tasks": 419, "episodes": 2095, "successes": 1197, "failures": 898, "success_rate": 0.5713603818615752, "grid_videos": 55, "note": "Most brittle among the completed local categories; camera pose changes strongly affect visual grounding." }, { "title": "Robot Initial States", "repo": "pi05-libero-plus-robot-initial-failures", "tasks": 393, "episodes": 1965, "successes": 1430, "failures": 535, "success_rate": 0.727735368956743, "grid_videos": 32, "note": "Moderate robustness; failures often come from approach pose and grasp recovery sensitivity." }, { "title": "Light Conditions", "repo": "pi05-libero-plus-light-conditions-failures", "tasks": 274, "episodes": 1370, "successes": 1209, "failures": 161, "success_rate": 0.8824817518248175, "grid_videos": 10, "note": "Highest success among completed local categories; illumination shifts are less damaging than geometry/language changes." }, { "title": "Background Textures", "repo": "pi05-libero-plus-background-textures-failures", "tasks": 289, "episodes": 1445, "successes": 1277, "failures": 168, "success_rate": 0.8837370242214533, "grid_videos": 11, "note": "Texture/domain shift stresses visual appearance; failures are useful for checking whether policy overfits tabletop/background cues." }, { "title": "Language Instructions", "repo": "pi05-libero-plus-language-instructions-failures", "tasks": 383, "episodes": 1915, "successes": 1841, "failures": 74, "success_rate": 0.9613577023498695, "grid_videos": 5, "note": "Language paraphrase/instruction shift directly tests semantic grounding; low score usually indicates instruction following and target disambiguation errors." }, { "title": "Objects Layout", "repo": "pi05-libero-plus-objects-layout-failures", "tasks": 312, "episodes": 1560, "successes": 1445, "failures": 115, "success_rate": 0.9262820512820513, "grid_videos": 8, "note": "Object layout changes stress spatial search, grasp approach, and collision recovery; failures often expose planning rather than pure perception issues." } ] }