Ranking of photos according to visual realism prediction
This webpage includes the ranking of all 719 images according to our model's visual realism prediction. These images are from Lalonde and Efros [15]. The color of image border encodes the human annotation: green: realistic photos; red: unrealistic composites; blue: natural photos. Below each image, we show our model's visual realism prediction score. Please check Section 6 in the main paper for detailed discussion.
score: -3.016
| score: -2.912
| score: -2.565
| score: -2.534
| score: -2.465
| score: -2.456
|
score: -2.440
| score: -2.418
| score: -2.370
| score: -2.352
| score: -2.291
| score: -2.248
|
score: -2.247
| score: -2.212
| score: -2.193
| score: -2.161
| score: -2.135
| score: -2.105
|
score: -2.078
| score: -2.062
| score: -2.042
| score: -2.018
| score: -2.014
| score: -1.979
|
score: -1.939
| score: -1.934
| score: -1.923
| score: -1.910
| score: -1.882
| score: -1.865
|
score: -1.861
| score: -1.841
| score: -1.833
| score: -1.830
| score: -1.828
| score: -1.816
|
score: -1.781
| score: -1.780
| score: -1.776
| score: -1.772
| score: -1.771
| score: -1.765
|
score: -1.761
| score: -1.735
| score: -1.727
| score: -1.721
| score: -1.716
| score: -1.685
|
score: -1.675
| score: -1.660
| score: -1.650
| score: -1.646
| score: -1.630
| score: -1.618
|
score: -1.588
| score: -1.578
| score: -1.566
| score: -1.543
| score: -1.537
| score: -1.533
|
score: -1.531
| score: -1.528
| score: -1.526
| score: -1.526
| score: -1.525
| score: -1.523
|
score: -1.522
| score: -1.522
| score: -1.519
| score: -1.513
| score: -1.506
| score: -1.498
|
score: -1.487
| score: -1.470
| score: -1.469
| score: -1.465
| score: -1.461
| score: -1.458
|
score: -1.454
| score: -1.452
| score: -1.445
| score: -1.443
| score: -1.440
| score: -1.439
|
score: -1.429
| score: -1.427
| score: -1.413
| score: -1.410
| score: -1.399
| score: -1.380
|
score: -1.379
| score: -1.376
| score: -1.376
| score: -1.363
| score: -1.359
| score: -1.348
|
score: -1.348
| score: -1.347
| score: -1.346
| score: -1.341
| score: -1.341
| score: -1.327
|
score: -1.315
| score: -1.313
| score: -1.311
| score: -1.303
| score: -1.299
| score: -1.290
|
score: -1.290
| score: -1.288
| score: -1.288
| score: -1.287
| score: -1.285
| score: -1.266
|
score: -1.262
| score: -1.261
| score: -1.259
| score: -1.259
| score: -1.254
| score: -1.251
|
score: -1.247
| score: -1.236
| score: -1.230
| score: -1.229
| score: -1.218
| score: -1.213
|
score: -1.209
| score: -1.204
| score: -1.203
| score: -1.177
| score: -1.172
| score: -1.167
|
score: -1.165
| score: -1.164
| score: -1.155
| score: -1.153
| score: -1.151
| score: -1.136
|
score: -1.133
| score: -1.131
| score: -1.124
| score: -1.120
| score: -1.119
| score: -1.118
|
score: -1.114
| score: -1.105
| score: -1.105
| score: -1.104
| score: -1.103
| score: -1.100
|
score: -1.090
| score: -1.090
| score: -1.089
| score: -1.083
| score: -1.083
| score: -1.082
|
score: -1.080
| score: -1.071
| score: -1.070
| score: -1.068
| score: -1.060
| score: -1.059
|
score: -1.059
| score: -1.056
| score: -1.053
| score: -1.051
| score: -1.049
| score: -1.048
|
score: -1.041
| score: -1.038
| score: -1.035
| score: -1.034
| score: -1.029
| score: -1.028
|
score: -1.017
| score: -1.013
| score: -1.012
| score: -1.009
| score: -1.005
| score: -1.004
|
score: -0.993
| score: -0.988
| score: -0.983
| score: -0.978
| score: -0.973
| score: -0.973
|
score: -0.972
| score: -0.971
| score: -0.968
| score: -0.968
| score: -0.964
| score: -0.960
|
score: -0.948
| score: -0.947
| score: -0.947
| score: -0.945
| score: -0.943
| score: -0.942
|
score: -0.933
| score: -0.925
| score: -0.925
| score: -0.909
| score: -0.908
| score: -0.896
|
score: -0.893
| score: -0.891
| score: -0.891
| score: -0.891
| score: -0.884
| score: -0.870
|
score: -0.862
| score: -0.860
| score: -0.855
| score: -0.840
| score: -0.838
| score: -0.832
|
score: -0.826
| score: -0.825
| score: -0.821
| score: -0.817
| score: -0.816
| score: -0.815
|
score: -0.806
| score: -0.792
| score: -0.789
| score: -0.786
| score: -0.784
| score: -0.783
|
score: -0.780
| score: -0.780
| score: -0.780
| score: -0.778
| score: -0.775
| score: -0.770
|
score: -0.765
| score: -0.765
| score: -0.764
| score: -0.761
| score: -0.758
| score: -0.755
|
score: -0.752
| score: -0.751
| score: -0.750
| score: -0.747
| score: -0.744
| score: -0.738
|
score: -0.738
| score: -0.734
| score: -0.726
| score: -0.726
| score: -0.722
| score: -0.720
|
score: -0.710
| score: -0.708
| score: -0.689
| score: -0.681
| score: -0.676
| score: -0.670
|
score: -0.658
| score: -0.658
| score: -0.654
| score: -0.644
| score: -0.644
| score: -0.635
|
score: -0.632
| score: -0.629
| score: -0.627
| score: -0.626
| score: -0.620
| score: -0.618
|
score: -0.615
| score: -0.615
| score: -0.612
| score: -0.606
| score: -0.596
| score: -0.588
|
score: -0.584
| score: -0.583
| score: -0.582
| score: -0.580
| score: -0.580
| score: -0.577
|
score: -0.574
| score: -0.557
| score: -0.555
| score: -0.554
| score: -0.539
| score: -0.538
|
score: -0.538
| score: -0.531
| score: -0.527
| score: -0.519
| score: -0.518
| score: -0.516
|
score: -0.513
| score: -0.507
| score: -0.501
| score: -0.499
| score: -0.492
| score: -0.488
|
score: -0.486
| score: -0.486
| score: -0.485
| score: -0.484
| score: -0.472
| score: -0.471
|
score: -0.467
| score: -0.466
| score: -0.461
| score: -0.458
| score: -0.456
| score: -0.449
|
score: -0.439
| score: -0.435
| score: -0.418
| score: -0.400
| score: -0.398
| score: -0.394
|
score: -0.392
| score: -0.390
| score: -0.381
| score: -0.368
| score: -0.362
| score: -0.361
|
score: -0.357
| score: -0.346
| score: -0.345
| score: -0.344
| score: -0.342
| score: -0.340
|
score: -0.319
| score: -0.318
| score: -0.296
| score: -0.293
| score: -0.292
| score: -0.290
|
score: -0.288
| score: -0.283
| score: -0.268
| score: -0.268
| score: -0.267
| score: -0.266
|
score: -0.261
| score: -0.254
| score: -0.252
| score: -0.252
| score: -0.241
| score: -0.233
|
score: -0.231
| score: -0.230
| score: -0.214
| score: -0.213
| score: -0.209
| score: -0.205
|
score: -0.187
| score: -0.181
| score: -0.178
| score: -0.177
| score: -0.167
| score: -0.163
|
score: -0.153
| score: -0.152
| score: -0.151
| score: -0.149
| score: -0.146
| score: -0.145
|
score: -0.145
| score: -0.127
| score: -0.120
| score: -0.120
| score: -0.117
| score: -0.105
|
score: -0.101
| score: -0.097
| score: -0.092
| score: -0.082
| score: -0.079
| score: -0.076
|
score: -0.068
| score: -0.067
| score: -0.064
| score: -0.057
| score: -0.056
| score: -0.041
|
score: -0.038
| score: -0.034
| score: -0.033
| score: -0.029
| score: -0.024
| score: -0.023
|
score: -0.014
| score: 0.004
| score: 0.005
| score: 0.008
| score: 0.019
| score: 0.022
|
score: 0.028
| score: 0.049
| score: 0.054
| score: 0.056
| score: 0.059
| score: 0.066
|
score: 0.068
| score: 0.073
| score: 0.092
| score: 0.098
| score: 0.112
| score: 0.120
|
score: 0.120
| score: 0.130
| score: 0.131
| score: 0.134
| score: 0.134
| score: 0.141
|
score: 0.142
| score: 0.147
| score: 0.159
| score: 0.161
| score: 0.161
| score: 0.166
|
score: 0.166
| score: 0.180
| score: 0.189
| score: 0.198
| score: 0.200
| score: 0.203
|
score: 0.204
| score: 0.204
| score: 0.206
| score: 0.210
| score: 0.212
| score: 0.212
|
score: 0.213
| score: 0.214
| score: 0.229
| score: 0.236
| score: 0.240
| score: 0.269
|
score: 0.273
| score: 0.277
| score: 0.286
| score: 0.287
| score: 0.300
| score: 0.303
|
score: 0.303
| score: 0.307
| score: 0.310
| score: 0.313
| score: 0.315
| score: 0.319
|
score: 0.321
| score: 0.323
| score: 0.335
| score: 0.336
| score: 0.341
| score: 0.348
|
score: 0.361
| score: 0.371
| score: 0.382
| score: 0.384
| score: 0.395
| score: 0.409
|
score: 0.412
| score: 0.428
| score: 0.443
| score: 0.449
| score: 0.454
| score: 0.469
|
score: 0.472
| score: 0.476
| score: 0.484
| score: 0.490
| score: 0.493
| score: 0.500
|
score: 0.503
| score: 0.524
| score: 0.526
| score: 0.534
| score: 0.535
| score: 0.537
|
score: 0.540
| score: 0.546
| score: 0.551
| score: 0.559
| score: 0.567
| score: 0.571
|
score: 0.573
| score: 0.589
| score: 0.597
| score: 0.600
| score: 0.604
| score: 0.609
|
score: 0.612
| score: 0.614
| score: 0.625
| score: 0.636
| score: 0.662
| score: 0.675
|
score: 0.676
| score: 0.686
| score: 0.687
| score: 0.712
| score: 0.713
| score: 0.720
|
score: 0.726
| score: 0.742
| score: 0.742
| score: 0.743
| score: 0.749
| score: 0.754
|
score: 0.759
| score: 0.761
| score: 0.761
| score: 0.778
| score: 0.783
| score: 0.785
|
score: 0.796
| score: 0.820
| score: 0.822
| score: 0.826
| score: 0.830
| score: 0.843
|
score: 0.846
| score: 0.851
| score: 0.853
| score: 0.853
| score: 0.861
| score: 0.867
|
score: 0.888
| score: 0.892
| score: 0.893
| score: 0.894
| score: 0.896
| score: 0.914
|
score: 0.919
| score: 0.925
| score: 0.931
| score: 0.938
| score: 0.939
| score: 0.941
|
score: 0.942
| score: 0.949
| score: 0.949
| score: 0.958
| score: 0.958
| score: 0.972
|
score: 0.977
| score: 0.987
| score: 1.000
| score: 1.016
| score: 1.023
| score: 1.028
|
score: 1.035
| score: 1.039
| score: 1.045
| score: 1.048
| score: 1.055
| score: 1.058
|
score: 1.065
| score: 1.071
| score: 1.071
| score: 1.082
| score: 1.088
| score: 1.089
|
score: 1.094
| score: 1.099
| score: 1.112
| score: 1.115
| score: 1.124
| score: 1.126
|
score: 1.127
| score: 1.128
| score: 1.136
| score: 1.138
| score: 1.144
| score: 1.144
|
score: 1.146
| score: 1.147
| score: 1.155
| score: 1.168
| score: 1.170
| score: 1.171
|
score: 1.181
| score: 1.183
| score: 1.183
| score: 1.186
| score: 1.191
| score: 1.198
|
score: 1.198
| score: 1.199
| score: 1.204
| score: 1.223
| score: 1.226
| score: 1.238
|
score: 1.238
| score: 1.242
| score: 1.246
| score: 1.248
| score: 1.251
| score: 1.273
|
score: 1.280
| score: 1.284
| score: 1.284
| score: 1.300
| score: 1.301
| score: 1.302
|
score: 1.305
| score: 1.306
| score: 1.308
| score: 1.310
| score: 1.310
| score: 1.317
|
score: 1.319
| score: 1.324
| score: 1.337
| score: 1.344
| score: 1.356
| score: 1.383
|
score: 1.386
| score: 1.392
| score: 1.395
| score: 1.396
| score: 1.402
| score: 1.402
|
score: 1.411
| score: 1.412
| score: 1.419
| score: 1.425
| score: 1.427
| score: 1.434
|
score: 1.452
| score: 1.454
| score: 1.456
| score: 1.459
| score: 1.462
| score: 1.466
|
score: 1.466
| score: 1.486
| score: 1.488
| score: 1.489
| score: 1.490
| score: 1.492
|
score: 1.497
| score: 1.524
| score: 1.526
| score: 1.536
| score: 1.538
| score: 1.539
|
score: 1.556
| score: 1.565
| score: 1.577
| score: 1.577
| score: 1.578
| score: 1.590
|
score: 1.597
| score: 1.607
| score: 1.610
| score: 1.620
| score: 1.622
| score: 1.622
|
score: 1.623
| score: 1.638
| score: 1.639
| score: 1.650
| score: 1.650
| score: 1.687
|
score: 1.706
| score: 1.708
| score: 1.720
| score: 1.722
| score: 1.722
| score: 1.726
|
score: 1.744
| score: 1.753
| score: 1.767
| score: 1.770
| score: 1.783
| score: 1.808
|
score: 1.810
| score: 1.813
| score: 1.815
| score: 1.837
| score: 1.858
| score: 1.877
|
score: 1.896
| score: 1.906
| score: 1.912
| score: 1.916
| score: 1.935
| score: 1.937
|
score: 1.943
| score: 1.955
| score: 1.963
| score: 1.975
| score: 1.996
| score: 1.997
|
score: 2.005
| score: 2.007
| score: 2.010
| score: 2.020
| score: 2.037
| score: 2.052
|
score: 2.072
| score: 2.080
| score: 2.124
| score: 2.136
| score: 2.138
| score: 2.150
|
score: 2.170
| score: 2.193
| score: 2.207
| score: 2.230
| score: 2.231
| score: 2.243
|
score: 2.247
| score: 2.249
| score: 2.288
| score: 2.433
| score: 2.944
|