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FR_TID2013_score

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528
+ KRCC_score: 0.8677178160270815
529
+ Accuracy: 0.0
530
+ SRCC_level: 0.6572361990889836
531
+ PLCC_level: 0.6242585073866707
532
+ KRCC_level: 0.5646434344414024
533
+ SRCC_score: 0.9733895858409197
534
+ PLCC_score: 0.9772321532258342
535
+ KRCC_score: 0.8687568873329268
536
+ Accuracy: 0.0
537
+ SRCC_level: 0.5846498614289465
538
+ PLCC_level: 0.5643558301601057
539
+ KRCC_level: 0.5028323066682101
540
+ SRCC_score: 0.9734939244774562
541
+ PLCC_score: 0.9769093953989196
542
+ KRCC_score: 0.8686226689455465
543
+ Accuracy: 0.0
544
+ SRCC_level: 0.5859370542867434
545
+ PLCC_level: 0.5692112189365494
546
+ KRCC_level: 0.5039231062124044
547
+ SRCC_score: 0.9742093387633607
548
+ PLCC_score: 0.9777626512053578
549
+ KRCC_score: 0.8704140880819081
550
+ Accuracy: 0.0
551
+ SRCC_level: 0.6026409395103517
552
+ PLCC_level: 0.5994330666411238
553
+ KRCC_level: 0.5154278810511297
554
+ SRCC_score: 0.9740065597149874
555
+ PLCC_score: 0.9774223342203403
556
+ KRCC_score: 0.8695043421709517
557
+ Accuracy: 0.0
558
+ SRCC_level: 0.5986163270669134
559
+ PLCC_level: 0.5957857142350131
560
+ KRCC_level: 0.5116740338135856
561
+ SRCC_score: 0.9730267259470058
562
+ PLCC_score: 0.9769819890240211
563
+ KRCC_score: 0.8684546275723617
564
+ Accuracy: 0.0
565
+ SRCC_level: 0.6243476867045699
566
+ PLCC_level: 0.6058845484335975
567
+ KRCC_level: 0.5339420508034952
568
+ SRCC_score: 0.9734872328343361
569
+ PLCC_score: 0.9771359393700066
570
+ KRCC_score: 0.8700548420126284
571
+ Accuracy: 0.0
572
+ SRCC_level: 0.624665077917351
573
+ PLCC_level: 0.6091457435007923
574
+ KRCC_level: 0.5346999338161986
575
+ SRCC_score: 0.9743357992678828
576
+ PLCC_score: 0.9778910566613057
577
+ KRCC_score: 0.8711818832325267
578
+ Accuracy: 0.0
579
+ SRCC_level: 0.5203659838256378
580
+ PLCC_level: 0.5048546584411296
581
+ KRCC_level: 0.4508710913700206
582
+ SRCC_score: 0.9738203570660456
583
+ PLCC_score: 0.9775316024280984
584
+ KRCC_score: 0.8699427699693428
585
+ Accuracy: 0.0
586
+ SRCC_level: 0.5220492516703946
587
+ PLCC_level: 0.5064075620974743
588
+ KRCC_level: 0.45134399663908337
589
+ SRCC_score: 0.974278937644293
590
+ PLCC_score: 0.9774276598931698
591
+ KRCC_score: 0.8705992488030491
592
+ Accuracy: 0.0
593
+ SRCC_level: 0.5888327202820571
594
+ PLCC_level: 0.5617968511548658
595
+ KRCC_level: 0.5098813197655927
596
+ SRCC_score: 0.973243841025354
597
+ PLCC_score: 0.9767996014898659
598
+ KRCC_score: 0.8683408723713989
599
+ Accuracy: 0.0
600
+ SRCC_level: 0.5729958010875931
601
+ PLCC_level: 0.5418877146236599
602
+ KRCC_level: 0.4962398626564324
603
+ SRCC_score: 0.9741393898531543
604
+ PLCC_score: 0.9774663868863377
605
+ KRCC_score: 0.8707179754065206
606
+ Accuracy: 0.0
607
+ SRCC_level: 0.5414116992523879
608
+ PLCC_level: 0.5185530450285707
609
+ KRCC_level: 0.46971654169314003
610
+ SRCC_score: 0.9732604209917198
611
+ PLCC_score: 0.9771509509131395
612
+ KRCC_score: 0.868734743796171
613
+ Accuracy: 0.0
614
+ SRCC_level: 0.5517069328287072
615
+ PLCC_level: 0.5272443189476681
616
+ KRCC_level: 0.47833941115425477
617
+ SRCC_score: 0.9737278425474039
618
+ PLCC_score: 0.9768779868031577
619
+ KRCC_score: 0.8691736281216863
620
+ Accuracy: 0.0
621
+ SRCC_level: 0.5307879848091344
622
+ PLCC_level: 0.5134908147398715
623
+ KRCC_level: 0.4619902989465448
624
+ SRCC_score: 0.9732462308653705
625
+ PLCC_score: 0.9769794915619326
626
+ KRCC_score: 0.868633120799603
627
+ Accuracy: 0.0
628
+ SRCC_level: 0.533409817553981
629
+ PLCC_level: 0.5157223909776634
630
+ KRCC_level: 0.4638870193843208
631
+ SRCC_score: 0.9735989105495365
632
+ PLCC_score: 0.9772418317461612
633
+ KRCC_score: 0.8692909981937184
634
+ Accuracy: 0.0
635
+ SRCC_level: 0.548327082115192
636
+ PLCC_level: 0.5234045529584264
637
+ KRCC_level: 0.4757690236838873
638
+ SRCC_score: 0.9727288465093754
639
+ PLCC_score: 0.9771665582391643
640
+ KRCC_score: 0.8677111410011612
641
+ Accuracy: 0.0
642
+ SRCC_level: 0.5731659043372465
643
+ PLCC_level: 0.5514411031473317
644
+ KRCC_level: 0.4961001313061791
645
+ SRCC_score: 0.9738886352994327
646
+ PLCC_score: 0.9772603585338436
647
+ KRCC_score: 0.8696672690976525
648
+ Accuracy: 0.0
649
+ SRCC_level: 0.551690464548578
650
+ PLCC_level: 0.534928796685975
651
+ KRCC_level: 0.47562373285657444
652
+ SRCC_score: 0.9741198879544097
653
+ PLCC_score: 0.9773878813510106
654
+ KRCC_score: 0.8702361621204725
655
+ Accuracy: 0.0
656
+ SRCC_level: 0.5402267502751805
657
+ PLCC_level: 0.5255721479113046
658
+ KRCC_level: 0.4668997253107079
659
+ SRCC_score: 0.9741208862205591
660
+ PLCC_score: 0.9776131618961227
661
+ KRCC_score: 0.8709422873063617
662
+ Accuracy: 0.0
663
+ SRCC_level: 0.5665867598739804
664
+ PLCC_level: 0.548773142470104
665
+ KRCC_level: 0.48791778766491356
666
+ SRCC_score: 0.9727144015938787
667
+ PLCC_score: 0.9770535609752239
668
+ KRCC_score: 0.8674252797194701
669
+ Accuracy: 0.0
670
+ SRCC_level: 0.5622852526142436
671
+ PLCC_level: 0.5437953962165291
672
+ KRCC_level: 0.4839989430653442
673
+ SRCC_score: 0.9731618694351307
674
+ PLCC_score: 0.9765337943360737
675
+ KRCC_score: 0.8678947407351755
676
+ Accuracy: 0.0
677
+ SRCC_level: 0.545909188122333
678
+ PLCC_level: 0.5328489578916005
679
+ KRCC_level: 0.4719752940788002
680
+ SRCC_score: 0.974298259033328
681
+ PLCC_score: 0.9774218420216753
682
+ KRCC_score: 0.8711211575416743
683
+ Accuracy: 0.0
684
+ SRCC_level: 0.5621053842554372
685
+ PLCC_level: 0.5469868837710712
686
+ KRCC_level: 0.4855865369080939
687
+ SRCC_score: 0.9737930440090563
688
+ PLCC_score: 0.9773253771063579
689
+ KRCC_score: 0.8694848661240048
690
+ Accuracy: 0.0
691
+ SRCC_level: 0.5643935679058065
692
+ PLCC_level: 0.5488612706127028
693
+ KRCC_level: 0.487356026033135
694
+ SRCC_score: 0.9722711002823171
695
+ PLCC_score: 0.9759790250568195
696
+ KRCC_score: 0.8662902811760073
697
+ Accuracy: 0.0
698
+ SRCC_level: 0.5723091187506355
699
+ PLCC_level: 0.5574968282208721
700
+ KRCC_level: 0.4933752001847373
tid2013_results.csv ADDED
@@ -0,0 +1,601 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ imgname,answer,output,mos,pred_score,level
2
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.375,5.34375,2
3
+ "('I09.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.53125,6.125,0
4
+ "('I12.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.1875,3.46875,2
5
+ "('I15.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.8125,5.9375,3
6
+ "('I24.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5625,5.59375,2
7
+ "('I12.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.90625,5.28125,2
8
+ "('I22.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.078125,3.1875,2
9
+ "('I15.jpg',)",The quality of the image is poor,The Dist of the Dist is very,1.8671875,2.328125,0
10
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.15625,4.40625,2
11
+ "('I20.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.34375,6.34375,0
12
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.21875,4.84375,2
13
+ "('I08.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.75,5.90625,3
14
+ "('I02.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,5.21875,2
15
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.40625,5.125,2
16
+ "('i25.jpg',)",The quality of the image is excellent,The Dist of the Dist is slightly,6.40625,6.0625,0
17
+ "('I21.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.96875,5.9375,3
18
+ "('I22.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.875,5.125,2
19
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is significantly,3.515625,3.765625,0
20
+ "('I01.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5625,5.375,2
21
+ "('I03.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.75,3.671875,2
22
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.375,4.40625,2
23
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is slightly,5.6875,5.8125,0
24
+ "('I04.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.46875,4.53125,2
25
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.09375,4.125,2
26
+ "('I18.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.046875,2.234375,0
27
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.71875,6.0625,3
28
+ "('I19.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.6875,4.875,2
29
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.625,6.09375,3
30
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.09375,3.71875,2
31
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is very,3.625,3.28125,0
32
+ "('I19.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.875,4.84375,2
33
+ "('I20.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.25,3.671875,2
34
+ "('I12.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.5625,4.1875,2
35
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.375,4.40625,2
36
+ "('I06.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.375,4.40625,2
37
+ "('I09.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,4.46875,2
38
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.765625,3.84375,2
39
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.0,4.8125,2
40
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.59375,5.28125,2
41
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.84375,4.34375,2
42
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.65625,5.9375,3
43
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5,5.5625,2
44
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.71875,4.875,2
45
+ "('I20.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.84375,4.71875,2
46
+ "('I07.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.34375,6.09375,3
47
+ "('I09.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.375,5.21875,2
48
+ "('I22.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.34375,5.34375,2
49
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.125,4.21875,2
50
+ "('I04.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.46875,5.84375,3
51
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.515625,3.25,2
52
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.671875,3.671875,2
53
+ "('I11.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.546875,3.5,2
54
+ "('I09.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,4.65625,2
55
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.96875,4.0625,2
56
+ "('I10.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.78125,4.90625,2
57
+ "('I16.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,4.71875,2
58
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.828125,3.78125,2
59
+ "('I16.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.9375,5.1875,2
60
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.0625,3.90625,2
61
+ "('I23.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.34375,3.1875,2
62
+ "('I21.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.90625,6.09375,3
63
+ "('I04.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.0,1.84375,0
64
+ "('I16.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.640625,2.5,0
65
+ "('I10.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.15625,5.28125,2
66
+ "('I10.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.84375,5.90625,3
67
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.09375,5.25,2
68
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.15625,3.859375,2
69
+ "('I03.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.75,4.0625,2
70
+ "('I22.jpg',)",The quality of the image is excellent,To Dist of the Dist is good,6.21875,6.125,4
71
+ "('I06.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.3125,4.375,2
72
+ "('I11.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.90625,5.75,3
73
+ "('I23.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.1875,6.0625,3
74
+ "('I06.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.140625,3.6875,2
75
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.21875,4.90625,2
76
+ "('i25.jpg',)",The quality of the image is fair,The Dist of the Dist is significantly,3.828125,3.9375,0
77
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.21875,4.03125,2
78
+ "('I11.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5625,5.5,2
79
+ "('I09.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.15625,5.4375,2
80
+ "('I13.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.375,2.5,0
81
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.4375,5.0,2
82
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.671875,3.75,2
83
+ "('I20.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,5.9375,6.28125,0
84
+ "('I01.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.9375,3.140625,0
85
+ "('I24.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5625,4.71875,2
86
+ "('I10.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.59375,5.59375,2
87
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.6875,4.625,2
88
+ "('I20.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.125,3.109375,2
89
+ "('I05.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.46875,3.40625,2
90
+ "('I22.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.09375,4.03125,2
91
+ "('i25.jpg',)",The quality of the image is excellent,The Dist of the Dist is slightly,6.375,5.65625,0
92
+ "('I08.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.1875,5.96875,3
93
+ "('I06.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.6875,3.015625,0
94
+ "('I07.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.78125,6.09375,3
95
+ "('I19.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.90625,6.09375,3
96
+ "('I08.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.9375,3.3125,2
97
+ "('I12.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.46875,5.46875,2
98
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.0,5.15625,2
99
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.40625,5.96875,3
100
+ "('I09.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.375,2.640625,0
101
+ "('I15.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.15625,5.59375,2
102
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.5625,3.421875,2
103
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.046875,3.390625,2
104
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.59375,5.625,2
105
+ "('I06.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.25,5.84375,3
106
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.09375,4.0,2
107
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.4375,5.0,2
108
+ "('I01.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.6875,4.71875,2
109
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.6875,3.6875,2
110
+ "('I11.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.34375,4.84375,2
111
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.53125,3.828125,2
112
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.15625,4.15625,2
113
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.03125,4.09375,2
114
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.40625,4.25,2
115
+ "('I01.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.0,4.15625,2
116
+ "('I11.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.21875,3.359375,2
117
+ "('I09.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.09375,5.15625,2
118
+ "('I11.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.46875,5.9375,3
119
+ "('I04.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.953125,2.609375,0
120
+ "('I15.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.96875,6.03125,3
121
+ "('I17.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.78125,5.125,2
122
+ "('I05.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.359375,3.21875,2
123
+ "('I17.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.4375,4.28125,2
124
+ "('I23.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,5.84375,5.59375,2
125
+ "('I21.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.5,5.75,3
126
+ "('I02.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.15625,5.21875,2
127
+ "('I01.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,5.0,2
128
+ "('I14.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.625,5.8125,3
129
+ "('I03.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.09375,3.71875,2
130
+ "('I05.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.53125,5.90625,3
131
+ "('I12.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.53125,5.75,3
132
+ "('I23.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.671875,2.765625,0
133
+ "('I09.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.4375,4.8125,2
134
+ "('I12.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.5,4.53125,2
135
+ "('I04.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.84375,3.796875,2
136
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.46875,3.59375,2
137
+ "('I11.jpg',)",The quality of the image is bad,The Dist of the Dist is completely,0.58203125,0.47265625,0
138
+ "('I15.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.8125,4.96875,2
139
+ "('I18.jpg',)",The quality of the image is good,To Dist of the Dist is fair,4.9375,6.09375,3
140
+ "('I11.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.46875,5.78125,3
141
+ "('I20.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.15625,2.953125,2
142
+ "('I03.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.75,3.671875,2
143
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist has poor,3.96875,3.96875,2
144
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.25,3.796875,2
145
+ "('I05.jpg',)",The quality of the image is fair,The Dist of the Dist is very,3.046875,2.984375,0
146
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.40625,4.15625,2
147
+ "('I03.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.21875,4.53125,2
148
+ "('I01.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.71875,5.125,2
149
+ "('I19.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.28125,5.9375,3
150
+ "('I19.jpg',)",The quality of the image is bad,The Dist of the Dist is very,1.234375,1.578125,0
151
+ "('I02.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,3.0,3.078125,2
152
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.1875,5.375,2
153
+ "('I04.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.921875,3.984375,2
154
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.21875,4.40625,2
155
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.1875,5.1875,2
156
+ "('I24.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.0,1.65625,0
157
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.25,3.25,2
158
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.75,3.5,2
159
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,3.96875,2
160
+ "('I06.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.25,5.84375,3
161
+ "('I04.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.875,3.484375,2
162
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.4375,5.46875,2
163
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.125,3.328125,2
164
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.375,4.0,2
165
+ "('I04.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.90625,2.953125,2
166
+ "('I14.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.90625,5.78125,3
167
+ "('I04.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.921875,3.78125,2
168
+ "('I02.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.21875,2.59375,0
169
+ "('I21.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.71875,5.9375,3
170
+ "('I07.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.75,5.96875,3
171
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.90625,3.890625,2
172
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.5,5.875,3
173
+ "('I06.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.3125,4.40625,2
174
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.65625,5.78125,3
175
+ "('I10.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.84375,5.875,3
176
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is slightly,5.8125,5.78125,0
177
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist has poor,4.1875,3.953125,2
178
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.21875,4.5625,2
179
+ "('I06.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.625,5.6875,3
180
+ "('I01.jpg',)",The quality of the image is fair,The Dist of the Dist is very,3.1875,2.90625,0
181
+ "('I10.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.78125,5.6875,3
182
+ "('I07.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.9375,5.25,2
183
+ "('I01.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.09375,5.03125,2
184
+ "('I04.jpg',)",The quality of the image is good,The Dist of the Dist has poor,4.65625,4.59375,2
185
+ "('I12.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5,5.4375,2
186
+ "('I05.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,5.8125,5.71875,2
187
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.90625,4.125,2
188
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.59375,4.75,2
189
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.65625,5.96875,3
190
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.59375,4.3125,2
191
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.1875,5.15625,2
192
+ "('I23.jpg',)",The quality of the image is poor,The Dist of the Dist is very,1.859375,2.21875,0
193
+ "('I15.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.96875,4.46875,2
194
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,4.8125,2
195
+ "('I20.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.53125,3.40625,2
196
+ "('I16.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.8125,5.96875,3
197
+ "('I21.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,3.0,3.46875,2
198
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.90625,4.40625,2
199
+ "('I09.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.71875,3.015625,0
200
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.25,4.6875,2
201
+ "('I05.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.28125,5.59375,2
202
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist has poor,4.90625,4.8125,2
203
+ "('I04.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.3125,5.3125,2
204
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.3125,5.15625,2
205
+ "('I22.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.71875,5.78125,3
206
+ "('I24.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.09375,5.90625,3
207
+ "('I01.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.15625,3.296875,2
208
+ "('I06.jpg',)",The quality of the image is poor,The Dist of the Dist is very,1.65625,1.828125,0
209
+ "('I06.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.078125,3.109375,2
210
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.953125,3.765625,2
211
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.28125,3.421875,2
212
+ "('I06.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.0,5.75,3
213
+ "('I15.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.4375,2.640625,0
214
+ "('I24.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.296875,2.34375,0
215
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.3125,5.0625,2
216
+ "('I07.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.734375,2.796875,0
217
+ "('I22.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.65625,3.609375,2
218
+ "('I13.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.65625,5.5,2
219
+ "('I20.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.53125,3.828125,2
220
+ "('I15.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.6875,4.6875,2
221
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.328125,3.140625,2
222
+ "('I04.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.65625,6.3125,0
223
+ "('I04.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.78125,3.78125,2
224
+ "('I22.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.4375,4.4375,2
225
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.78125,3.78125,2
226
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.0,3.8125,2
227
+ "('I20.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.15625,5.28125,2
228
+ "('I15.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.21875,5.40625,2
229
+ "('I08.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5,5.125,2
230
+ "('I19.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.265625,2.203125,0
231
+ "('I11.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.4375,4.46875,2
232
+ "('I01.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.1875,4.53125,2
233
+ "('I16.jpg',)",The quality of the image is poor,The Dist of the Dist is very,1.84375,1.9140625,0
234
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.53125,3.546875,2
235
+ "('I15.jpg',)",The quality of the image is bad,The Dist of the Dist is extremely,0.65234375,1.2421875,0
236
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.59375,5.34375,2
237
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5,4.78125,2
238
+ "('I23.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.625,4.625,2
239
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.5,4.65625,2
240
+ "('I16.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.625,4.5,2
241
+ "('I23.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.15625,4.15625,2
242
+ "('I21.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.15625,5.59375,2
243
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.28125,3.328125,2
244
+ "('I11.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.4375,3.484375,2
245
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.28125,4.375,2
246
+ "('i25.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.15625,6.21875,0
247
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.0,4.34375,2
248
+ "('I16.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,7.09375,6.28125,0
249
+ "('I11.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.328125,2.234375,0
250
+ "('I12.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.59375,5.9375,3
251
+ "('I21.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.34375,5.4375,2
252
+ "('I17.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.546875,3.28125,2
253
+ "('I16.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.46875,2.1875,0
254
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.84375,3.671875,2
255
+ "('I15.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.84375,5.84375,3
256
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.09375,5.21875,2
257
+ "('I16.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.703125,2.6875,2
258
+ "('I03.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.84375,2.890625,0
259
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.625,3.484375,2
260
+ "('I19.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,3.0,3.046875,2
261
+ "('I04.jpg',)",The quality of the image is good,To Dist of the Dist is slightly,5.8125,6.34375,0
262
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.375,3.515625,2
263
+ "('I23.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,5.90625,6.3125,0
264
+ "('I04.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5625,4.625,2
265
+ "('I12.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.03125,3.875,2
266
+ "('I08.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.40625,5.65625,2
267
+ "('I20.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.046875,2.09375,0
268
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.4375,5.375,2
269
+ "('I19.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,4.09375,2
270
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5,5.6875,2
271
+ "('I20.jpg',)",The quality of the image is fair,To Dist of the Dist is poor,4.125,4.28125,2
272
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is very,3.125,3.0625,0
273
+ "('I11.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.03125,5.75,3
274
+ "('I20.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,5.8125,5.625,2
275
+ "('I01.jpg',)",The quality of the image is poor,The Dist of the Dist is very,3.0,2.734375,0
276
+ "('I01.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.9375,4.6875,2
277
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.15625,5.0,2
278
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.3125,3.796875,2
279
+ "('I20.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.4375,4.53125,2
280
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.71875,5.625,2
281
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is slightly,5.71875,6.03125,0
282
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.625,4.84375,2
283
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.453125,3.234375,2
284
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.28125,5.25,2
285
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.28125,4.625,2
286
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.1875,5.09375,2
287
+ "('I18.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.5625,5.3125,2
288
+ "('I09.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.9375,5.78125,3
289
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.046875,2.796875,2
290
+ "('I14.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.625,5.8125,3
291
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.3125,3.359375,2
292
+ "('I09.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.875,2.859375,0
293
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.28125,4.375,2
294
+ "('I18.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.34375,5.46875,2
295
+ "('I17.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.53125,2.734375,0
296
+ "('I11.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.28125,4.1875,2
297
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.21875,4.8125,2
298
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.875,4.0625,2
299
+ "('I14.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.0625,5.0,2
300
+ "('I06.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.0,5.75,3
301
+ "('I19.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.875,4.5625,2
302
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.546875,3.640625,2
303
+ "('I10.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.1875,2.125,0
304
+ "('I01.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.0,4.15625,2
305
+ "('I04.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.1875,2.4375,0
306
+ "('I09.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.875,5.0,2
307
+ "('I10.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.4375,5.40625,2
308
+ "('I01.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.109375,1.6640625,0
309
+ "('I17.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.375,2.421875,0
310
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.03125,4.15625,2
311
+ "('I17.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.34375,5.53125,2
312
+ "('I18.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.09375,6.21875,0
313
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.515625,3.46875,2
314
+ "('I18.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.6875,5.34375,2
315
+ "('I09.jpg',)",The quality of the image is excellent,To Dist of the Dist is good,6.375,6.8125,4
316
+ "('I10.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.8125,5.78125,3
317
+ "('I23.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.0625,4.1875,2
318
+ "('I03.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.5,6.28125,0
319
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.3125,5.09375,2
320
+ "('I07.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.515625,2.46875,0
321
+ "('I10.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.0625,6.125,3
322
+ "('I24.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,4.46875,2
323
+ "('I24.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.625,2.21875,0
324
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.9375,4.25,2
325
+ "('I23.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.84375,4.28125,2
326
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.625,6.0625,3
327
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.59375,5.28125,2
328
+ "('I10.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,4.28125,2
329
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.3125,4.34375,2
330
+ "('I11.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.65625,4.65625,2
331
+ "('I08.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.28125,5.59375,2
332
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.546875,3.296875,2
333
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5625,4.75,2
334
+ "('I15.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.375,5.3125,2
335
+ "('I12.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.53125,5.53125,2
336
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5,4.8125,2
337
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.25,5.21875,2
338
+ "('I12.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.625,2.71875,0
339
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.40625,4.65625,2
340
+ "('I13.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.734375,2.71875,0
341
+ "('I23.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.96875,3.125,2
342
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.53125,5.15625,2
343
+ "('I07.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.03125,6.03125,3
344
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.34375,5.5625,2
345
+ "('I05.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.71875,5.84375,3
346
+ "('I17.jpg',)",The quality of the image is fair,To Dist of the Dist is poor,4.34375,5.5625,2
347
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.078125,3.15625,2
348
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.78125,5.28125,2
349
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.8125,4.875,2
350
+ "('I03.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,5.84375,6.21875,0
351
+ "('I03.jpg',)",The quality of the image is excellent,To Dist of the Dist is good,6.71875,6.53125,4
352
+ "('I14.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.96875,5.9375,3
353
+ "('I10.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.96875,5.875,3
354
+ "('I04.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,5.03125,2
355
+ "('I01.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.21875,4.25,2
356
+ "('I20.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.0625,4.0,2
357
+ "('I20.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.15625,5.875,3
358
+ "('I22.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.59375,3.53125,2
359
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.921875,4.1875,2
360
+ "('I14.jpg',)",The quality of the image is excellent,To Dist of the Dist is good,5.90625,6.625,4
361
+ "('I13.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.71875,5.375,2
362
+ "('I15.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.875,4.96875,2
363
+ "('I09.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.8125,2.8125,2
364
+ "('I12.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.09375,3.84375,2
365
+ "('I09.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.03125,2.171875,0
366
+ "('I01.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.6875,5.625,2
367
+ "('I22.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.0625,5.8125,3
368
+ "('I17.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.4375,5.0,2
369
+ "('I23.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.9375,3.71875,2
370
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.3125,3.21875,2
371
+ "('I10.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.28125,2.15625,0
372
+ "('I21.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.34375,5.28125,2
373
+ "('i25.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.796875,3.953125,2
374
+ "('I05.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.21875,4.375,2
375
+ "('i25.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.28125,4.53125,2
376
+ "('I09.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.96875,3.203125,2
377
+ "('I09.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.0625,5.8125,3
378
+ "('I18.jpg',)",The quality of the image is bad,The Dist of the Dist is very,1.0,1.609375,0
379
+ "('I05.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.625,5.84375,3
380
+ "('I03.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.65625,6.46875,0
381
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.21875,4.03125,2
382
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.5,3.65625,2
383
+ "('I17.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.25,5.21875,2
384
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.59375,4.40625,2
385
+ "('I01.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.90625,5.03125,2
386
+ "('I14.jpg',)",The quality of the image is bad,The Dist of the Dist is very,1.59375,1.75,0
387
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.8125,3.796875,2
388
+ "('I06.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.875,5.78125,3
389
+ "('I03.jpg',)",The quality of the image is excellent,To Dist of the Dist is good,5.96875,6.34375,4
390
+ "('I09.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.875,5.78125,3
391
+ "('I17.jpg',)",The quality of the image is fair,To Dist of the Dist is poor,4.34375,5.5625,2
392
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is slightly,5.53125,5.84375,0
393
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.34375,3.25,2
394
+ "('I17.jpg',)",The quality of the image is fair,The Dist of the Dist is significantly,3.625,3.46875,0
395
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.46875,3.59375,2
396
+ "('I20.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,6.0,5.5625,2
397
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.421875,3.28125,2
398
+ "('I13.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.1875,4.15625,2
399
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.28125,5.375,2
400
+ "('I13.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.71875,5.59375,2
401
+ "('I04.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.90625,3.09375,2
402
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.96875,3.78125,2
403
+ "('I12.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.1875,4.1875,2
404
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.25,5.3125,2
405
+ "('I05.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.78125,5.75,3
406
+ "('I11.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.03125,3.109375,2
407
+ "('I04.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.65625,5.96875,3
408
+ "('I10.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.6875,3.078125,2
409
+ "('I07.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.03125,6.0625,3
410
+ "('I02.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,4.84375,2
411
+ "('I16.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.6875,5.9375,3
412
+ "('i25.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.0,4.15625,2
413
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.765625,3.296875,2
414
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.125,5.8125,3
415
+ "('I18.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.78125,5.90625,3
416
+ "('I17.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.625,6.28125,0
417
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.03125,5.21875,2
418
+ "('I22.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.9375,5.75,3
419
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.09375,4.5,2
420
+ "('I04.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,5.9375,6.21875,0
421
+ "('I12.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.078125,3.1875,2
422
+ "('I15.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.125,5.125,2
423
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.765625,3.6875,2
424
+ "('I16.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5625,4.5,2
425
+ "('I04.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.78125,4.65625,2
426
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.28125,4.3125,2
427
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.25,4.34375,2
428
+ "('I19.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.6875,4.59375,2
429
+ "('I11.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.3125,5.0625,2
430
+ "('I24.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5625,4.96875,2
431
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.8125,3.796875,2
432
+ "('I14.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.65625,2.421875,0
433
+ "('I22.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.515625,2.578125,0
434
+ "('I16.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.78125,5.875,3
435
+ "('I04.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.65625,2.890625,2
436
+ "('I03.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.25,6.25,3
437
+ "('I07.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.515625,2.78125,0
438
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.359375,3.515625,2
439
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.25,4.65625,2
440
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.21875,5.15625,2
441
+ "('I12.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.78125,2.90625,2
442
+ "('I14.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.78125,6.0,3
443
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.59375,3.75,2
444
+ "('I21.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.0625,6.09375,3
445
+ "('I10.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5625,4.625,2
446
+ "('I23.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.78125,4.84375,2
447
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,3.96875,2
448
+ "('I06.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.625,5.59375,2
449
+ "('I23.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.09375,6.15625,3
450
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.3125,4.84375,2
451
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.75,6.03125,3
452
+ "('I01.jpg',)",The quality of the image is fair,The Dist of the Dist has poor,3.890625,4.21875,2
453
+ "('I23.jpg',)",The quality of the image is good,To Dist of the Dist is slightly,5.71875,6.125,0
454
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is fair,5.6875,5.625,3
455
+ "('I02.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.21875,2.59375,0
456
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.0625,5.03125,2
457
+ "('I01.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.84375,5.8125,3
458
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.03125,3.875,2
459
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is very,3.0625,2.953125,0
460
+ "('I06.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.6875,5.71875,3
461
+ "('I13.jpg',)",The quality of the image is fair,The Dist of the Dist is very,3.046875,3.0625,0
462
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.90625,4.125,2
463
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.3125,5.09375,2
464
+ "('I02.jpg',)",The quality of the image is bad,The Dist of the Dist is very,0.8125,1.515625,0
465
+ "('I09.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,5.90625,5.8125,2
466
+ "('I13.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.34375,4.375,2
467
+ "('I09.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.8125,4.90625,2
468
+ "('I11.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.640625,3.765625,2
469
+ "('I03.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.84375,3.359375,2
470
+ "('I08.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.875,5.90625,3
471
+ "('I10.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.125,5.65625,2
472
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.6875,3.625,2
473
+ "('I23.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.09375,4.34375,2
474
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.125,3.96875,2
475
+ "('I04.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.375,5.3125,2
476
+ "('I14.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,4.5625,2
477
+ "('I23.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.890625,2.953125,2
478
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.15625,4.25,2
479
+ "('I11.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.53125,4.40625,2
480
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.65625,3.5,2
481
+ "('I19.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.96875,5.28125,2
482
+ "('I18.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.03125,5.9375,0
483
+ "('I10.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,5.96875,5.625,2
484
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.0625,4.78125,2
485
+ "('I06.jpg',)",The quality of the image is excellent,To Dist of the Dist is good,6.09375,6.0625,4
486
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.5,4.4375,2
487
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.3125,5.34375,2
488
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is fair,5.5,5.90625,3
489
+ "('I11.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.5625,4.9375,2
490
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.28125,5.4375,2
491
+ "('I07.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.1875,4.875,2
492
+ "('I02.jpg',)",The quality of the image is bad,The Dist of the Dist is very,0.890625,1.1640625,0
493
+ "('I09.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.1875,3.421875,2
494
+ "('I19.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.875,6.09375,3
495
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.703125,3.765625,2
496
+ "('I11.jpg',)",The quality of the image is fair,To Dist of the Dist is poor,4.375,4.34375,2
497
+ "('I16.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.625,5.28125,2
498
+ "('I01.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.71875,2.703125,0
499
+ "('i25.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.9375,3.46875,0
500
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.40625,5.21875,2
501
+ "('I19.jpg',)",The quality of the image is poor,The Dist of the Dist is extremely,1.65625,1.46875,0
502
+ "('I22.jpg',)",The quality of the image is bad,The Dist of the Dist is completely,0.8671875,0.8125,0
503
+ "('I12.jpg',)",The quality of the image is poor,The Dist of the Dist is very,1.9765625,1.6875,0
504
+ "('I13.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.46875,5.40625,2
505
+ "('I17.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.34375,3.296875,2
506
+ "('I15.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.9375,5.84375,3
507
+ "('I15.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.8125,5.84375,3
508
+ "('I24.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.890625,3.6875,2
509
+ "('I22.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.5625,5.625,2
510
+ "('I07.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.71875,5.78125,3
511
+ "('I21.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.578125,3.375,2
512
+ "('I05.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.6875,5.6875,2
513
+ "('I14.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.75,3.96875,2
514
+ "('I14.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.5,5.25,2
515
+ "('I21.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,6.3125,5.78125,2
516
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.90625,3.890625,2
517
+ "('I11.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.53125,2.6875,0
518
+ "('I14.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.3125,5.8125,3
519
+ "('I11.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.25,3.578125,2
520
+ "('I15.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.171875,3.203125,2
521
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.65625,5.96875,3
522
+ "('I24.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.09375,5.5,2
523
+ "('I22.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.59375,3.640625,2
524
+ "('I18.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.15625,6.125,3
525
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.734375,3.90625,2
526
+ "('i25.jpg',)",The quality of the image is poor,The Dist of the Dist is very,3.03125,2.84375,0
527
+ "('I12.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.65625,3.375,2
528
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.34375,4.5625,2
529
+ "('I03.jpg',)",The quality of the image is fair,To Dist of the Dist is poor,4.09375,4.4375,2
530
+ "('I06.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.609375,3.53125,2
531
+ "('I13.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.578125,3.40625,2
532
+ "('I18.jpg',)",The quality of the image is good,To Dist of the Dist has poor,4.96875,4.71875,2
533
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.4375,3.359375,2
534
+ "('I15.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.0,2.265625,0
535
+ "('I21.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.3125,5.0,2
536
+ "('I11.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.390625,3.34375,2
537
+ "('I20.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.71875,4.6875,2
538
+ "('I09.jpg',)",The quality of the image is fair,To Dist of the Dist is poor,4.3125,4.84375,2
539
+ "('I12.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.3125,6.09375,3
540
+ "('I08.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.9375,3.84375,2
541
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.3125,5.09375,2
542
+ "('I08.jpg',)",The quality of the image is good,The Dist of the Dist is fair,5.6875,5.90625,3
543
+ "('i25.jpg',)",The quality of the image is excellent,The Dist of the Dist is slightly,6.84375,6.15625,0
544
+ "('I16.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.6875,3.640625,2
545
+ "('I04.jpg',)",The quality of the image is good,The Dist of the Dist is fair,5.21875,5.96875,3
546
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.921875,3.90625,2
547
+ "('I22.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.53125,5.5,2
548
+ "('I17.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,5.8125,5.65625,2
549
+ "('I07.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.859375,2.71875,0
550
+ "('I23.jpg',)",The quality of the image is bad,The Dist of the Dist is completely,0.7890625,0.66796875,0
551
+ "('I04.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.375,2.5625,0
552
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.625,5.40625,2
553
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is very,3.046875,3.09375,0
554
+ "('I15.jpg',)",The quality of the image is bad,The Dist of the Dist is extremely,0.65234375,1.2421875,0
555
+ "('I10.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.46875,4.375,2
556
+ "('I24.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.6875,6.0,3
557
+ "('I20.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.75,3.78125,2
558
+ "('I16.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.59375,4.71875,2
559
+ "('I04.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.125,3.078125,2
560
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.078125,3.21875,2
561
+ "('I11.jpg',)",The quality of the image is poor,The Dist of the Dist is very,1.96875,1.7890625,0
562
+ "('I02.jpg',)",The quality of the image is fair,The Dist of the Dist has poor,3.828125,3.703125,2
563
+ "('I01.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.28125,5.03125,2
564
+ "('I04.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.90625,3.921875,2
565
+ "('I07.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.390625,3.46875,2
566
+ "('I12.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.90625,5.90625,3
567
+ "('I17.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.890625,3.71875,2
568
+ "('I03.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.46875,2.546875,0
569
+ "('i25.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.03125,4.0625,2
570
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.8125,3.90625,2
571
+ "('I04.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.28125,6.3125,0
572
+ "('I10.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,4.03125,3.84375,2
573
+ "('I12.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.0625,5.1875,2
574
+ "('I13.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.4375,5.1875,2
575
+ "('I03.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.46875,4.96875,2
576
+ "('I02.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,5.96875,6.125,3
577
+ "('I17.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.53125,3.953125,2
578
+ "('I22.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.1875,3.15625,2
579
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.59375,4.25,2
580
+ "('I16.jpg',)",The quality of the image is poor,The Dist of the Dist is poor,2.921875,2.859375,2
581
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.5625,3.578125,2
582
+ "('I10.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.6875,2.765625,0
583
+ "('I06.jpg',)",The quality of the image is good,The Dist of the Dist has poor,4.84375,4.1875,2
584
+ "('I22.jpg',)",The quality of the image is good,To Dist of the Dist is poor,5.25,5.53125,2
585
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.25,4.78125,2
586
+ "('I20.jpg',)",The quality of the image is good,To Dist of the Dist is poor,4.78125,4.875,2
587
+ "('I09.jpg',)",The quality of the image is excellent,To Dist of the Dist is slightly,6.03125,6.03125,0
588
+ "('I02.jpg',)",The quality of the image is good,The Dist of the Dist is poor,4.4375,4.375,2
589
+ "('I01.jpg',)",The quality of the image is excellent,To Dist of the Dist is fair,6.09375,5.84375,3
590
+ "('I06.jpg',)",The quality of the image is good,To Dist of the Dist is fair,5.78125,5.78125,3
591
+ "('I16.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.65625,5.46875,2
592
+ "('I23.jpg',)",The quality of the image is poor,The Dist of the Dist is very,2.640625,2.640625,0
593
+ "('I17.jpg',)",The quality of the image is excellent,To Dist of the Dist is poor,5.96875,5.71875,2
594
+ "('I18.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.1875,3.171875,2
595
+ "('I12.jpg',)",The quality of the image is fair,To Dist of the Dist is poor,4.0,4.46875,2
596
+ "('I19.jpg',)",The quality of the image is fair,The Dist of the Dist is poor,3.34375,3.453125,2
597
+ "('I02.jpg',)",The quality of the image is good,To Dist of the Dist has poor,4.84375,5.21875,2
598
+ "('I05.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.5625,5.59375,2
599
+ "('i25.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.0,5.21875,2
600
+ "('I24.jpg',)",The quality of the image is bad,The Dist of the Dist is completely,0.91796875,0.80078125,0
601
+ "('I22.jpg',)",The quality of the image is good,The Dist of the Dist is poor,5.03125,5.125,2
tokenization_internlm2.py ADDED
@@ -0,0 +1,235 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Copyright (c) The InternLM team and The HuggingFace Inc. team. All rights reserved.
2
+ #
3
+ # This code is based on transformers/src/transformers/models/llama/tokenization_llama.py
4
+ #
5
+ # Licensed under the Apache License, Version 2.0 (the "License");
6
+ # you may not use this file except in compliance with the License.
7
+ # You may obtain a copy of the License at
8
+ #
9
+ # http://www.apache.org/licenses/LICENSE-2.0
10
+ #
11
+ # Unless required by applicable law or agreed to in writing, software
12
+ # distributed under the License is distributed on an "AS IS" BASIS,
13
+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14
+ # See the License for the specific language governing permissions and
15
+ # limitations under the License.
16
+
17
+ """Tokenization classes for InternLM."""
18
+ import os
19
+ from shutil import copyfile
20
+ from typing import Any, Dict, List, Optional, Tuple
21
+
22
+ import sentencepiece as spm
23
+ from transformers.tokenization_utils import PreTrainedTokenizer
24
+ from transformers.utils import logging
25
+
26
+ logger = logging.get_logger(__name__)
27
+
28
+ VOCAB_FILES_NAMES = {'vocab_file': './tokenizer.model'}
29
+
30
+ PRETRAINED_VOCAB_FILES_MAP = {}
31
+
32
+
33
+ # Modified from transformers.model.llama.tokenization_llama.LlamaTokenizer
34
+ class InternLM2Tokenizer(PreTrainedTokenizer):
35
+ """
36
+ Construct a InternLM2 tokenizer. Based on byte-level Byte-Pair-Encoding.
37
+
38
+ Args:
39
+ vocab_file (`str`):
40
+ Path to the vocabulary file.
41
+ """
42
+
43
+ vocab_files_names = VOCAB_FILES_NAMES
44
+ pretrained_vocab_files_map = PRETRAINED_VOCAB_FILES_MAP
45
+ model_input_names = ['input_ids', 'attention_mask']
46
+ _auto_class = 'AutoTokenizer'
47
+
48
+ def __init__(
49
+ self,
50
+ vocab_file,
51
+ unk_token='<unk>',
52
+ bos_token='<s>',
53
+ eos_token='</s>',
54
+ pad_token='</s>',
55
+ sp_model_kwargs: Optional[Dict[str, Any]] = None,
56
+ add_bos_token=True,
57
+ add_eos_token=False,
58
+ decode_with_prefix_space=False,
59
+ clean_up_tokenization_spaces=False,
60
+ **kwargs,
61
+ ):
62
+ self.sp_model_kwargs = {} if sp_model_kwargs is None else sp_model_kwargs
63
+ self.vocab_file = vocab_file
64
+ self.add_bos_token = add_bos_token
65
+ self.add_eos_token = add_eos_token
66
+ self.decode_with_prefix_space = decode_with_prefix_space
67
+ self.sp_model = spm.SentencePieceProcessor(**self.sp_model_kwargs)
68
+ self.sp_model.Load(vocab_file)
69
+ self._no_prefix_space_tokens = None
70
+ super().__init__(
71
+ bos_token=bos_token,
72
+ eos_token=eos_token,
73
+ unk_token=unk_token,
74
+ pad_token=pad_token,
75
+ clean_up_tokenization_spaces=clean_up_tokenization_spaces,
76
+ **kwargs,
77
+ )
78
+
79
+ @property
80
+ def no_prefix_space_tokens(self):
81
+ if self._no_prefix_space_tokens is None:
82
+ vocab = self.convert_ids_to_tokens(list(range(self.vocab_size)))
83
+ self._no_prefix_space_tokens = {i for i, tok in enumerate(vocab) if not tok.startswith('▁')}
84
+ return self._no_prefix_space_tokens
85
+
86
+ @property
87
+ def vocab_size(self):
88
+ """Returns vocab size"""
89
+ return self.sp_model.get_piece_size()
90
+
91
+ @property
92
+ def bos_token_id(self) -> Optional[int]:
93
+ return self.sp_model.bos_id()
94
+
95
+ @property
96
+ def eos_token_id(self) -> Optional[int]:
97
+ return self.sp_model.eos_id()
98
+
99
+ def get_vocab(self):
100
+ """Returns vocab as a dict"""
101
+ vocab = {self.convert_ids_to_tokens(i): i for i in range(self.vocab_size)}
102
+ vocab.update(self.added_tokens_encoder)
103
+ return vocab
104
+
105
+ def _tokenize(self, text):
106
+ """Returns a tokenized string."""
107
+ return self.sp_model.encode(text, out_type=str)
108
+
109
+ def _convert_token_to_id(self, token):
110
+ """Converts a token (str) in an id using the vocab."""
111
+ return self.sp_model.piece_to_id(token)
112
+
113
+ def _convert_id_to_token(self, index):
114
+ """Converts an index (integer) in a token (str) using the vocab."""
115
+ token = self.sp_model.IdToPiece(index)
116
+ return token
117
+
118
+ def _maybe_add_prefix_space(self, tokens, decoded):
119
+ if tokens and tokens[0] not in self.no_prefix_space_tokens:
120
+ return ' ' + decoded
121
+ else:
122
+ return decoded
123
+
124
+ def convert_tokens_to_string(self, tokens):
125
+ """Converts a sequence of tokens (string) in a single string."""
126
+ current_sub_tokens = []
127
+ out_string = ''
128
+ prev_is_special = False
129
+ for token in tokens:
130
+ # make sure that special tokens are not decoded using sentencepiece model
131
+ if token in self.all_special_tokens:
132
+ if not prev_is_special:
133
+ out_string += ' '
134
+ out_string += self.sp_model.decode(current_sub_tokens) + token
135
+ prev_is_special = True
136
+ current_sub_tokens = []
137
+ else:
138
+ current_sub_tokens.append(token)
139
+ prev_is_special = False
140
+ out_string += self.sp_model.decode(current_sub_tokens)
141
+ out_string = self.clean_up_tokenization(out_string)
142
+ out_string = self._maybe_add_prefix_space(tokens=tokens, decoded=out_string)
143
+ return out_string[1:]
144
+
145
+ def save_vocabulary(self, save_directory, filename_prefix: Optional[str] = None) -> Tuple[str]:
146
+ """
147
+ Save the vocabulary and special tokens file to a directory.
148
+
149
+ Args:
150
+ save_directory (`str`):
151
+ The directory in which to save the vocabulary.
152
+
153
+ Returns:
154
+ `Tuple(str)`: Paths to the files saved.
155
+ """
156
+ if not os.path.isdir(save_directory):
157
+ logger.error(f'Vocabulary path ({save_directory}) should be a directory')
158
+ return
159
+ out_vocab_file = os.path.join(
160
+ save_directory, (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['vocab_file']
161
+ )
162
+
163
+ if os.path.abspath(self.vocab_file) != os.path.abspath(out_vocab_file) and os.path.isfile(self.vocab_file):
164
+ copyfile(self.vocab_file, out_vocab_file)
165
+ elif not os.path.isfile(self.vocab_file):
166
+ with open(out_vocab_file, 'wb') as fi:
167
+ content_spiece_model = self.sp_model.serialized_model_proto()
168
+ fi.write(content_spiece_model)
169
+
170
+ return (out_vocab_file,)
171
+
172
+ def build_inputs_with_special_tokens(self, token_ids_0, token_ids_1=None):
173
+ if self.add_bos_token:
174
+ bos_token_ids = [self.bos_token_id]
175
+ else:
176
+ bos_token_ids = []
177
+
178
+ output = bos_token_ids + token_ids_0
179
+
180
+ if token_ids_1 is not None:
181
+ output = output + token_ids_1
182
+
183
+ if self.add_eos_token:
184
+ output = output + [self.eos_token_id]
185
+
186
+ return output
187
+
188
+ def get_special_tokens_mask(
189
+ self, token_ids_0: List[int], token_ids_1: Optional[List[int]] = None, already_has_special_tokens: bool = False
190
+ ) -> List[int]:
191
+ """
192
+ Retrieve sequence ids from a token list that has no special tokens added. This method is called when adding
193
+ special tokens using the tokenizer `prepare_for_model` method.
194
+
195
+ Args:
196
+ token_ids_0 (`List[int]`):
197
+ List of IDs.
198
+ token_ids_1 (`List[int]`, *optional*):
199
+ Optional second list of IDs for sequence pairs.
200
+ already_has_special_tokens (`bool`, *optional*, defaults to `False`):
201
+ Whether or not the token list is already formatted with special tokens for the model.
202
+
203
+ Returns:
204
+ `List[int]`: A list of integers in the range [0, 1]: 1 for a special token, 0 for a sequence token.
205
+ """
206
+ if already_has_special_tokens:
207
+ return super().get_special_tokens_mask(
208
+ token_ids_0=token_ids_0, token_ids_1=token_ids_1, already_has_special_tokens=True
209
+ )
210
+
211
+ if token_ids_1 is None:
212
+ return [1] + ([0] * len(token_ids_0)) + [1]
213
+ return [1] + ([0] * len(token_ids_0)) + [1, 1] + ([0] * len(token_ids_1)) + [1]
214
+
215
+ def create_token_type_ids_from_sequences(
216
+ self, token_ids_0: List[int], token_ids_1: Optional[List[int]] = None
217
+ ) -> List[int]:
218
+ """
219
+ Create a mask from the two sequences passed to be used in a sequence-pair classification task. T5 does not make
220
+ use of token type ids, therefore a list of zeros is returned.
221
+
222
+ Args:
223
+ token_ids_0 (`List[int]`):
224
+ List of IDs.
225
+ token_ids_1 (`List[int]`, *optional*):
226
+ Optional second list of IDs for sequence pairs.
227
+
228
+ Returns:
229
+ `List[int]`: List of zeros.
230
+ """
231
+ eos = [self.eos_token_id]
232
+
233
+ if token_ids_1 is None:
234
+ return len(token_ids_0 + eos) * [0]
235
+ return len(token_ids_0 + eos + token_ids_1 + eos) * [0]
tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f868398fc4e05ee1e8aeba95ddf18ddcc45b8bce55d5093bead5bbf80429b48b
3
+ size 1477754
tokenizer_config.json ADDED
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