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Add benchmark_json/split_summary.json

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@@ -0,0 +1,1150 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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429
+ ],
430
+ [
431
+ "放置抓取散热器 将放入快递箱中",
432
+ 2
433
+ ],
434
+ [
435
+ "放置抓取散热器 将放入电饭煲的内锅中",
436
+ 2
437
+ ],
438
+ [
439
+ "放置香蕉皮放入木质托盘里",
440
+ 2
441
+ ]
442
+ ]
443
+ },
444
+ "buckets": {
445
+ "test_expert_seen": {
446
+ "count": 1043,
447
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448
+ "ARX-data": 356,
449
+ "droid_lerobot": 641,
450
+ "VLABench_5": 25,
451
+ "libero": 21
452
+ },
453
+ "quality_breakdown": {
454
+ "good": 1043
455
+ },
456
+ "expertise_breakdown": {
457
+ "expert": 1043
458
+ },
459
+ "ratio_stratum_breakdown": {
460
+ "ARX-data|good": 356,
461
+ "droid_lerobot|good": 641,
462
+ "VLABench_5|good": 25,
463
+ "libero|good": 21
464
+ },
465
+ "source_camera_breakdown": {
466
+ "ARX-data|observation.images.front": 85,
467
+ "ARX-data|observation.images.wrist": 81,
468
+ "ARX-data|observation.images.head": 38,
469
+ "ARX-data|observation.images.bird": 71,
470
+ "ARX-data|observation.images.left": 41,
471
+ "ARX-data|observation.images.right": 40,
472
+ "droid_lerobot|observation.images.exterior_image_1_left": 251,
473
+ "droid_lerobot|observation.images.exterior_image_2_left": 254,
474
+ "droid_lerobot|observation.images.wrist_image_left": 136,
475
+ "VLABench_5|observation.images.image": 20,
476
+ "VLABench_5|observation.images.wrist_image": 5,
477
+ "libero|observation.images.image": 18,
478
+ "libero|observation.images.wrist_image": 3
479
+ },
480
+ "action_category_breakdown": {
481
+ "pick_place": 668,
482
+ "tool_use": 36,
483
+ "multi_step_long_horizon": 45,
484
+ "deformable_object": 71,
485
+ "other": 102,
486
+ "articulated_object": 86,
487
+ "move_reorient": 35
488
+ },
489
+ "long_horizon_breakdown": {
490
+ "single_step": 998,
491
+ "long_horizon": 45
492
+ },
493
+ "task_count": 1043,
494
+ "top_tasks": [
495
+ [
496
+ "放置抓取黄色方块放入纸盒中",
497
+ 1
498
+ ],
499
+ [
500
+ "放置抓取红色方块放入饭锅中",
501
+ 1
502
+ ],
503
+ [
504
+ "放置抓取红色方块放入塑料盆中",
505
+ 1
506
+ ],
507
+ [
508
+ "放置抓取黄色方块放入饭锅中",
509
+ 1
510
+ ],
511
+ [
512
+ "放置抓取插座放入纸盒中",
513
+ 1
514
+ ],
515
+ [
516
+ "放置抓取黄色方块放入塑料盆中",
517
+ 1
518
+ ],
519
+ [
520
+ "放置抓取蓝色方块放入空的快递箱里",
521
+ 1
522
+ ],
523
+ [
524
+ "放置抓取蓝色方块放入白色托盘里",
525
+ 1
526
+ ],
527
+ [
528
+ "放置鼠标放入白色盆中",
529
+ 1
530
+ ],
531
+ [
532
+ "放置鼠标放入电饭锅内胆中",
533
+ 1
534
+ ],
535
+ [
536
+ "放置白色文件夹放入棕色箱子",
537
+ 1
538
+ ],
539
+ [
540
+ "放置抓取白色勺子放入透明盆里",
541
+ 1
542
+ ],
543
+ [
544
+ "放置玉米放入电饭煲的内锅里",
545
+ 1
546
+ ],
547
+ [
548
+ "放置玉米放入盘子上",
549
+ 1
550
+ ],
551
+ [
552
+ "放置玉米放入碗里",
553
+ 1
554
+ ],
555
+ [
556
+ "放置抓取锤子 把它放入白色托盘里",
557
+ 1
558
+ ],
559
+ [
560
+ "放置抓取蓝色方块放入铁盒里",
561
+ 1
562
+ ],
563
+ [
564
+ "放置抓取黄色圆柱放入铁盒里",
565
+ 1
566
+ ],
567
+ [
568
+ "放置抓取绿色长方体放入铁盒里",
569
+ 1
570
+ ],
571
+ [
572
+ "放置抓取盘子放入烤箱里",
573
+ 1
574
+ ]
575
+ ]
576
+ },
577
+ "test_expert_unseen": {
578
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579
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580
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581
+ "droid_lerobot": 641,
582
+ "libero": 21,
583
+ "VLABench_5": 25
584
+ },
585
+ "quality_breakdown": {
586
+ "good": 1043
587
+ },
588
+ "expertise_breakdown": {
589
+ "expert": 1043
590
+ },
591
+ "ratio_stratum_breakdown": {
592
+ "ARX-data|good": 356,
593
+ "droid_lerobot|good": 641,
594
+ "libero|good": 21,
595
+ "VLABench_5|good": 25
596
+ },
597
+ "source_camera_breakdown": {
598
+ "ARX-data|observation.images.front": 85,
599
+ "ARX-data|observation.images.right": 40,
600
+ "droid_lerobot|observation.images.exterior_image_2_left": 254,
601
+ "ARX-data|observation.images.bird": 71,
602
+ "droid_lerobot|observation.images.exterior_image_1_left": 251,
603
+ "ARX-data|observation.images.left": 41,
604
+ "ARX-data|observation.images.wrist": 81,
605
+ "ARX-data|observation.images.head": 38,
606
+ "libero|observation.images.image": 18,
607
+ "droid_lerobot|observation.images.wrist_image_left": 136,
608
+ "libero|observation.images.wrist_image": 3,
609
+ "VLABench_5|observation.images.image": 20,
610
+ "VLABench_5|observation.images.wrist_image": 5
611
+ },
612
+ "action_category_breakdown": {
613
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614
+ "tool_use": 38,
615
+ "deformable_object": 72,
616
+ "articulated_object": 82,
617
+ "other": 105,
618
+ "multi_step_long_horizon": 61,
619
+ "move_reorient": 35
620
+ },
621
+ "long_horizon_breakdown": {
622
+ "single_step": 982,
623
+ "long_horizon": 61
624
+ },
625
+ "task_count": 1043,
626
+ "top_tasks": [
627
+ [
628
+ "放置抓取透明胶带放入白箱",
629
+ 1
630
+ ],
631
+ [
632
+ "倒入橡胶头滴管中的溶液滴入最高的细长型玻璃量杯中",
633
+ 1
634
+ ],
635
+ [
636
+ "放置抓取记号笔 把它放入碗里",
637
+ 1
638
+ ],
639
+ [
640
+ "放置抓取玉米放入碗中",
641
+ 1
642
+ ],
643
+ [
644
+ "放置黄色正方体放入盒子里",
645
+ 1
646
+ ],
647
+ [
648
+ "放置玉米放入白色盒子里",
649
+ 1
650
+ ],
651
+ [
652
+ "放置抓取银色物体放入纸箱子中",
653
+ 1
654
+ ],
655
+ [
656
+ "放置抓取勺子放入碗中",
657
+ 1
658
+ ],
659
+ [
660
+ "放置抓取电脑风扇放入黑色黑子里",
661
+ 1
662
+ ],
663
+ [
664
+ "放置抓取量杯放放入纸盒上",
665
+ 1
666
+ ],
667
+ [
668
+ "放置抓取红椒放入电饭锅内胆中",
669
+ 1
670
+ ],
671
+ [
672
+ "放置抓取广口瓶瓶盖 将放入广口瓶上",
673
+ 1
674
+ ],
675
+ [
676
+ "放置抓取土豆放入蓝色盘子中",
677
+ 1
678
+ ],
679
+ [
680
+ "放置抓取鼠标放入箱子中",
681
+ 1
682
+ ],
683
+ [
684
+ "放置抓取海绵将纸团放入桌下垃圾桶",
685
+ 1
686
+ ],
687
+ [
688
+ "放置抓取杯子放入桌子前方",
689
+ 1
690
+ ],
691
+ [
692
+ "倒入滴管中的红色液体加入试管中",
693
+ 1
694
+ ],
695
+ [
696
+ "放置抓取蓝色试管放入木制试管架上",
697
+ 1
698
+ ],
699
+ [
700
+ "倒入溶液从橡胶头滴管滴入玻璃量杯中",
701
+ 1
702
+ ],
703
+ [
704
+ "放置抓取白布放入黑色架子上",
705
+ 1
706
+ ]
707
+ ]
708
+ },
709
+ "test_nonexpert_seen": {
710
+ "count": 713,
711
+ "source_breakdown": {
712
+ "ARX-data": 540,
713
+ "droid_lerobot": 165,
714
+ "VLABench_5": 4,
715
+ "libero": 4
716
+ },
717
+ "quality_breakdown": {
718
+ "bad": 194,
719
+ "mix": 519
720
+ },
721
+ "expertise_breakdown": {
722
+ "nonexpert": 713
723
+ },
724
+ "ratio_stratum_breakdown": {
725
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726
+ "ARX-data|mix": 403,
727
+ "droid_lerobot|mix": 114,
728
+ "droid_lerobot|bad": 51,
729
+ "VLABench_5|mixbad": 4,
730
+ "libero|mixbad": 4
731
+ },
732
+ "source_camera_breakdown": {
733
+ "ARX-data|observation.images.front": 143,
734
+ "ARX-data|observation.images.head": 57,
735
+ "ARX-data|observation.images.wrist": 116,
736
+ "ARX-data|observation.images.bird": 106,
737
+ "ARX-data|observation.images.right": 58,
738
+ "ARX-data|observation.images.left": 60,
739
+ "droid_lerobot|observation.images.exterior_image_2_left": 65,
740
+ "droid_lerobot|observation.images.wrist_image_left": 30,
741
+ "droid_lerobot|observation.images.exterior_image_1_left": 70,
742
+ "VLABench_5|observation.images.image": 4,
743
+ "libero|observation.images.image": 3,
744
+ "libero|observation.images.wrist_image": 1
745
+ },
746
+ "action_category_breakdown": {
747
+ "pick_place": 531,
748
+ "multi_step_long_horizon": 20,
749
+ "deformable_object": 29,
750
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751
+ "articulated_object": 50,
752
+ "other": 47,
753
+ "move_reorient": 9
754
+ },
755
+ "long_horizon_breakdown": {
756
+ "single_step": 693,
757
+ "long_horizon": 20
758
+ },
759
+ "task_count": 713,
760
+ "top_tasks": [
761
+ [
762
+ "放置抓取黄色方块放入纸盒中",
763
+ 1
764
+ ],
765
+ [
766
+ "放置药瓶放入白色托盘里",
767
+ 1
768
+ ],
769
+ [
770
+ "放置塑料瓶放入塑料盆里",
771
+ 1
772
+ ],
773
+ [
774
+ "放置红色立方体放入蓝色立方体上 -> 放置黄色立方体放入红色立方体上",
775
+ 1
776
+ ],
777
+ [
778
+ "放置抓取插座放入白色托盘中",
779
+ 1
780
+ ],
781
+ [
782
+ "放置抓取黄色方块放入塑料盆中",
783
+ 1
784
+ ],
785
+ [
786
+ "放置抓取黄色方块放入饭锅中",
787
+ 1
788
+ ],
789
+ [
790
+ "放置抓取蓝色方块放入空的快递箱里",
791
+ 1
792
+ ],
793
+ [
794
+ "放置抓取插座放入快递箱里",
795
+ 1
796
+ ],
797
+ [
798
+ "放置抓取红色方块放入白色托盘里",
799
+ 1
800
+ ],
801
+ [
802
+ "放置抓取药瓶放入白色托盘里",
803
+ 1
804
+ ],
805
+ [
806
+ "放置鼠标放入棕色箱子",
807
+ 1
808
+ ],
809
+ [
810
+ "放置鼠标放入白色盆中",
811
+ 1
812
+ ],
813
+ [
814
+ "放置鼠标放入透明盆里",
815
+ 1
816
+ ],
817
+ [
818
+ "放置鼠标放入电饭锅内胆里",
819
+ 1
820
+ ],
821
+ [
822
+ "放置带着透明袋子的蓝色桌布放入电饭锅内胆里",
823
+ 1
824
+ ],
825
+ [
826
+ "放置抓取白色勺子放入电饭煲内胆里",
827
+ 1
828
+ ],
829
+ [
830
+ "放置抓取洋葱放入电饭煲内胆里",
831
+ 1
832
+ ],
833
+ [
834
+ "放置抓取白色勺子放入纸箱里",
835
+ 1
836
+ ],
837
+ [
838
+ "放置抓取洋葱放入纸箱里",
839
+ 1
840
+ ]
841
+ ]
842
+ },
843
+ "test_nonexpert_unseen": {
844
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845
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846
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847
+ "droid_lerobot": 168,
848
+ "libero": 4,
849
+ "VLABench_5": 4
850
+ },
851
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852
+ "mix": 520,
853
+ "bad": 196
854
+ },
855
+ "expertise_breakdown": {
856
+ "nonexpert": 716
857
+ },
858
+ "ratio_stratum_breakdown": {
859
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860
+ "ARX-data|bad": 137,
861
+ "droid_lerobot|mix": 114,
862
+ "libero|mixbad": 4,
863
+ "droid_lerobot|bad": 54,
864
+ "VLABench_5|mixbad": 4
865
+ },
866
+ "source_camera_breakdown": {
867
+ "ARX-data|observation.images.front": 143,
868
+ "ARX-data|observation.images.left": 60,
869
+ "droid_lerobot|observation.images.exterior_image_2_left": 69,
870
+ "ARX-data|observation.images.right": 58,
871
+ "ARX-data|observation.images.bird": 106,
872
+ "ARX-data|observation.images.wrist": 116,
873
+ "ARX-data|observation.images.head": 57,
874
+ "droid_lerobot|observation.images.exterior_image_1_left": 66,
875
+ "libero|observation.images.image": 3,
876
+ "libero|observation.images.wrist_image": 1,
877
+ "droid_lerobot|observation.images.wrist_image_left": 33,
878
+ "VLABench_5|observation.images.image": 3,
879
+ "VLABench_5|observation.images.wrist_image": 1
880
+ },
881
+ "action_category_breakdown": {
882
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883
+ "tool_use": 33,
884
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885
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886
+ "other": 55,
887
+ "multi_step_long_horizon": 33,
888
+ "move_reorient": 6
889
+ },
890
+ "long_horizon_breakdown": {
891
+ "single_step": 683,
892
+ "long_horizon": 33
893
+ },
894
+ "task_count": 716,
895
+ "top_tasks": [
896
+ [
897
+ "放置抓取透明胶带放入白箱",
898
+ 1
899
+ ],
900
+ [
901
+ "倒入橡胶头滴管中的溶液滴入最高的细长型玻璃量杯中",
902
+ 1
903
+ ],
904
+ [
905
+ "放置抓取记号笔 把它放入碗里",
906
+ 1
907
+ ],
908
+ [
909
+ "放置抓取玉米放入碗中",
910
+ 1
911
+ ],
912
+ [
913
+ "放置黄色正方体放入盒子里",
914
+ 1
915
+ ],
916
+ [
917
+ "放置玉米放入白色盒子里",
918
+ 1
919
+ ],
920
+ [
921
+ "放置抓取银色物体放入纸箱子中",
922
+ 1
923
+ ],
924
+ [
925
+ "放置抓取勺子放入碗中",
926
+ 1
927
+ ],
928
+ [
929
+ "放置抓取电脑风扇放入黑色黑子里",
930
+ 1
931
+ ],
932
+ [
933
+ "放置抓取量杯放放入纸盒上",
934
+ 1
935
+ ],
936
+ [
937
+ "放置抓取红椒放入电饭锅内胆中",
938
+ 1
939
+ ],
940
+ [
941
+ "放置抓取广口瓶瓶盖 将放入广口瓶上",
942
+ 1
943
+ ],
944
+ [
945
+ "放置抓取土豆放入蓝色盘子中",
946
+ 1
947
+ ],
948
+ [
949
+ "放置抓取鼠标放入箱子中",
950
+ 1
951
+ ],
952
+ [
953
+ "放置抓取海绵将纸团放入桌下垃圾桶",
954
+ 1
955
+ ],
956
+ [
957
+ "放置抓取杯子放入桌子前方",
958
+ 1
959
+ ],
960
+ [
961
+ "倒入滴管中的红色液体加入试管中",
962
+ 1
963
+ ],
964
+ [
965
+ "放置抓取蓝色试管放入木制试管架上",
966
+ 1
967
+ ],
968
+ [
969
+ "倒入溶液从橡胶头滴管滴入玻璃量杯中",
970
+ 1
971
+ ],
972
+ [
973
+ "放置抓取白布放入黑色架子上",
974
+ 1
975
+ ]
976
+ ]
977
+ }
978
+ },
979
+ "seen_unseen_integrity": {
980
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981
+ "tasks_missing_from_train": 0
982
+ },
983
+ "test_expert_unseen": {
984
+ "tasks_overlapping_train": 0
985
+ },
986
+ "test_nonexpert_seen": {
987
+ "tasks_missing_from_train": 0
988
+ },
989
+ "test_nonexpert_unseen": {
990
+ "tasks_overlapping_train": 0
991
+ }
992
+ },
993
+ "target_strata": {
994
+ "seen": {
995
+ "ARX-data|bad": 137,
996
+ "ARX-data|good": 356,
997
+ "ARX-data|mix": 403,
998
+ "VLABench_5|good": 25,
999
+ "VLABench_5|mixbad": 4,
1000
+ "droid_lerobot|bad": 54,
1001
+ "droid_lerobot|good": 641,
1002
+ "droid_lerobot|mix": 114,
1003
+ "libero|good": 21,
1004
+ "libero|mixbad": 4
1005
+ },
1006
+ "unseen": {
1007
+ "ARX-data|bad": 137,
1008
+ "ARX-data|good": 356,
1009
+ "ARX-data|mix": 403,
1010
+ "VLABench_5|good": 25,
1011
+ "VLABench_5|mixbad": 4,
1012
+ "droid_lerobot|bad": 54,
1013
+ "droid_lerobot|good": 641,
1014
+ "droid_lerobot|mix": 114,
1015
+ "libero|good": 21,
1016
+ "libero|mixbad": 4
1017
+ }
1018
+ },
1019
+ "target_metrics": {
1020
+ "seen": {
1021
+ "expert": {
1022
+ "source_camera": {
1023
+ "ARX-data|observation.images.bird": 71,
1024
+ "ARX-data|observation.images.front": 85,
1025
+ "ARX-data|observation.images.head": 38,
1026
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