Webpage containing all results [Visual(heatmaps) and Numerical] for
Shapley image explanations
with data-aware Binary Partition Trees.

Params: [model: pretrained, background_type: gray] - No of Images:3

Toggle Explanation Details:


Input Image GrTruth BPT-100 BPT-500 BPT-1000  AA-100   AA-500  AA-1000 LIME-50 LIME-100 LIME-200 LRP GrCAM aIDG aGradExpl GradShapE

52 - Eyeglasses - 52 - 7.6277 -

aucI_pred

7.0568

8.2945

8.0124

6.4617

7.3371

7.6498

7.173

7.0863

6.8162

1.4387

7.3436

4.0119

3.9327

3.8243

aucD_pred

4.684

5.1719

5.3446

4.5688

4.5125

4.6529

4.8767

4.6051

4.7376

1.4387

4.0623

3.4517

3.3901

3.3492

aucI_mse

36.017

25.704

33.437

45.92

45.087

43.358

55.158

87.938

79.078

4.1396

16.944

3.6087e+04

1.7223e+06

2.5253e+05

aucD_mse

51.835

52.451

50.476

61.733

42.698

40.74

40.082

14.212

22.843

4.1396

58.145

2047.6

1.1987e+05

1.7496e+04

max_IoU

0.25133

0.20704

0.31972

0.17974

0.29803

0.34571

0.33109

0.16254

0.23309

0.0

0.20375

0.23023

0.11061

0.13617

au_IoU

0.081289

0.083196

0.086493

0.095854

0.10173

0.10369

0.10193

0.08346

0.088664

0.0

0.084164

0.08725

0.066899

0.072343

time_exp

0.56175

1.0673

1.7239

0.14581

0.69379

1.4166

5.2599

7.8829

13.131

0.0

0.012145

0.44611

4.1255

0.25139


132 - Eyeglasses - 132 - 6.0188 -

aucI_pred

4.9177

5.0524

5.1122

5.4707

6.437

6.482

5.6174

5.376

5.4325

0.63455

3.754

4.4267

3.7285

3.9471

aucD_pred

3.4576

4.0706

3.9734

4.1217

4.7579

4.8423

4.6214

4.1623

3.2219

0.63455

3.0266

2.4253

3.0555

2.769

aucI_mse

34.931

44.291

47.693

39.922

39.757

38.208

50.601

90.43

90.425

0.80531

106.0

5.6156e+04

2.1801e+06

4.8744e+05

aucD_mse

42.969

45.516

36.531

48.524

42.822

42.978

41.805

13.483

4.791

0.80531

41.755

1817.3

8.214e+04

1.8243e+04

max_IoU

0.77907

0.79784

0.67633

0.24769

0.49009

0.53574

0.53352

0.26689

0.29969

0.0

0.17754

0.3962

0.34068

0.35991

au_IoU

0.20276

0.19713

0.18925

0.14678

0.17036

0.17792

0.16987

0.14667

0.13244

0.0

0.10406

0.16313

0.15202

0.15601

time_exp

0.3342

0.95301

1.693

0.14406

0.71712

1.394

7.3307

9.2323

14.392

0.0

0.015693

0.33852

4.8165

0.2391


138 - Eyeglasses - 138 - 6.1795 -

aucI_pred

4.8677

5.7223

5.6887

5.7935

8.279

8.3278

5.4603

4.5084

4.8823

0.71466

5.5362

3.5089

3.7041

3.5474

aucD_pred

3.9349

3.453

3.5275

4.1395

3.7783

4.0831

4.0635

4.4336

4.0828

0.71466

1.861

3.7945

3.2999

3.4052

aucI_mse

49.776

49.599

58.172

30.706

17.733

19.968

76.318

129.27

154.96

1.0215

19.344

1.7503e+05

3.473e+06

2.0095e+06

aucD_mse

41.245

28.074

25.692

59.92

27.847

27.554

26.784

18.447

9.4461

1.0215

62.24

7039.9

1.822e+05

1.0107e+05

max_IoU

0.27463

0.30913

0.34867

0.22153

0.28424

0.48944

0.22179

0.22377

0.3053

0.0

0.22438

0.25459

0.17457

0.20518

au_IoU

0.11446

0.10808

0.10937

0.099204

0.1066

0.11691

0.096821

0.093432

0.092127

0.0

0.089367

0.098628

0.084339

0.090203

time_exp

0.39854

1.2042

2.0055

0.16769

0.76535

1.435

5.9128

7.4437

12.705

0.0

0.021198

0.45461

4.8477

0.25486