| run | \n", - "p2d_resnet18_aug | \n", - "p2d_simplecnn_aug | \n", - "p2e_resnet18_facecrop_aug | \n", - "p2e_simplecnn_facecrop_aug | \n", - "
|---|---|---|---|---|
| setting | \n", - "\n", - " | \n", - " | \n", - " | \n", - " |
| blur_p | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "
| blur_radius | \n", - "[0.1, 1.5] | \n", - "[0.1, 1.5] | \n", - "[0.1, 1.5] | \n", - "[0.1, 1.5] | \n", - "
| brightness | \n", - "0.2 | \n", - "0.2 | \n", - "0.2 | \n", - "0.2 | \n", - "
| center_jitter | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "
| contrast | \n", - "0.2 | \n", - "0.2 | \n", - "0.2 | \n", - "0.2 | \n", - "
| crop_scale | \n", - "[0.85, 1.0] | \n", - "[0.85, 1.0] | \n", - "[0.85, 1.0] | \n", - "[0.85, 1.0] | \n", - "
| erase_p | \n", - "0.2 | \n", - "0.2 | \n", - "0.2 | \n", - "0.2 | \n", - "
| erase_scale | \n", - "[0.02, 0.15] | \n", - "[0.02, 0.15] | \n", - "[0.02, 0.15] | \n", - "[0.02, 0.15] | \n", - "
| grayscale_p | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "
| hflip_p | \n", - "0.5 | \n", - "0.5 | \n", - "0.5 | \n", - "0.5 | \n", - "
| hue | \n", - "0.02 | \n", - "0.02 | \n", - "0.02 | \n", - "0.02 | \n", - "
| jpeg_p | \n", - "0.3 | \n", - "0.3 | \n", - "0.3 | \n", - "0.3 | \n", - "
| jpeg_quality | \n", - "[65, 95] | \n", - "[65, 95] | \n", - "[65, 95] | \n", - "[65, 95] | \n", - "
| noise_p | \n", - "0.3 | \n", - "0.3 | \n", - "0.3 | \n", - "0.3 | \n", - "
| noise_std | \n", - "0.04 | \n", - "0.04 | \n", - "0.04 | \n", - "0.04 | \n", - "
| rotation_degrees | \n", - "10 | \n", - "10 | \n", - "10 | \n", - "10 | \n", - "
| saturation | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "0.1 | \n", - "
| \n", - " | group | \n", - "run | \n", - "backbone | \n", - "image_size | \n", - "data_dir | \n", - "normalization | \n", - "augment | \n", - "auc | \n", + "group | \n", + "run | \n", + "backbone | \n", + "image_size | \n", + "data_dir | \n", + "normalization | \n", + "augment | \n", + "auc | \n", "|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "phase1_baselines | \n", - "p1_simplecnn_baseline | \n", - "simple_cnn | \n", - "128 | \n", - "data | \n", - "imagenet/default | \n", - "False | \n", - "0.7786 | \n", + "0 | \n", + "phase1_baselines | \n", + "p1_simplecnn_baseline | \n", + "simple_cnn | \n", + "128 | \n", + "data | \n", + "imagenet/default | \n", + "False | \n", + "0.7786 | \n", "
| 1 | \n", - "phase1_baselines | \n", - "p1_resnet18_baseline | \n", - "resnet18 | \n", - "128 | \n", - "data | \n", - "imagenet/default | \n", - "False | \n", - "0.9366 | \n", + "1 | \n", + "phase1_baselines | \n", + "p1_resnet18_baseline | \n", + "resnet18 | \n", + "128 | \n", + "data | \n", + "imagenet/default | \n", + "False | \n", + "0.9366 | \n", "
| 2 | \n", - "normalization_source_diagnostics | \n", - "p2a_t1_original | \n", - "resnet18 | \n", - "224 | \n", - "data | \n", - "imagenet | \n", - "False | \n", - "0.9660 | \n", + "2 | \n", + "normalization_source_diagnostics | \n", + "p2a_t1_original | \n", + "resnet18 | \n", + "224 | \n", + "data | \n", + "imagenet | \n", + "False | \n", + "0.9660 | \n", "
| 3 | \n", - "normalization_source_diagnostics | \n", - "p2a_t2_real_norm | \n", - "resnet18 | \n", - "224 | \n", - "data | \n", - "real_norm | \n", - "False | \n", - "0.9678 | \n", + "3 | \n", + "normalization_source_diagnostics | \n", + "p2a_t2_real_norm | \n", + "resnet18 | \n", + "224 | \n", + "data | \n", + "real_norm | \n", + "False | \n", + "0.9678 | \n", "
| 4 | \n", - "normalization_source_diagnostics | \n", - "p2a_t3_holdout_text2img | \n", - "resnet18 | \n", - "224 | \n", - "data | \n", - "imagenet | \n", - "False | \n", - "0.8960 | \n", + "4 | \n", + "normalization_source_diagnostics | \n", + "p2a_t3_holdout_text2img | \n", + "resnet18 | \n", + "224 | \n", + "data | \n", + "imagenet | \n", + "False | \n", + "0.8960 | \n", "
| 5 | \n", - "normalization_source_diagnostics | \n", - "p2a_t3_holdout_inpainting | \n", - "resnet18 | \n", - "224 | \n", - "data | \n", - "imagenet | \n", - "False | \n", - "0.9537 | \n", + "5 | \n", + "normalization_source_diagnostics | \n", + "p2a_t3_holdout_inpainting | \n", + "resnet18 | \n", + "224 | \n", + "data | \n", + "imagenet | \n", + "False | \n", + "0.9537 | \n", "
| 6 | \n", - "normalization_source_diagnostics | \n", - "p2a_t3_holdout_insight | \n", - "resnet18 | \n", - "224 | \n", - "data | \n", - "imagenet | \n", - "False | \n", - "0.9401 | \n", + "6 | \n", + "normalization_source_diagnostics | \n", + "p2a_t3_holdout_insight | \n", + "resnet18 | \n", + "224 | \n", + "data | \n", + "imagenet | \n", + "False | \n", + "0.9401 | \n", "
| 7 | \n", - "resolution | \n", - "p2b_simplecnn_224 | \n", - "simple_cnn | \n", - "224 | \n", - "data | \n", - "imagenet/default | \n", - "False | \n", - "0.7853 | \n", + "7 | \n", + "resolution | \n", + "p2b_simplecnn_224 | \n", + "simple_cnn | \n", + "224 | \n", + "data | \n", + "imagenet/default | \n", + "False | \n", + "0.7853 | \n", "
| 8 | \n", - "resolution | \n", - "p2b_resnet18_224 | \n", - "resnet18 | \n", - "224 | \n", - "data | \n", - "imagenet/default | \n", - "False | \n", - "0.9660 | \n", + "8 | \n", + "resolution | \n", + "p2b_resnet18_224 | \n", + "resnet18 | \n", + "224 | \n", + "data | \n", + "imagenet/default | \n", + "False | \n", + "0.9660 | \n", "
| 9 | \n", - "facecrop | \n", - "p2c_simplecnn_facecrop | \n", - "simple_cnn | \n", - "224 | \n", - "data_cropped | \n", - "imagenet/default | \n", - "False | \n", - "0.7661 | \n", + "9 | \n", + "facecrop | \n", + "p2c_simplecnn_facecrop | \n", + "simple_cnn | \n", + "224 | \n", + "data_cropped | \n", + "imagenet/default | \n", + "False | \n", + "0.7661 | \n", "
| 10 | \n", - "facecrop | \n", - "p2c_resnet18_facecrop | \n", - "resnet18 | \n", - "224 | \n", - "data_cropped | \n", - "imagenet/default | \n", - "False | \n", - "0.9755 | \n", + "10 | \n", + "facecrop | \n", + "p2c_resnet18_facecrop | \n", + "resnet18 | \n", + "224 | \n", + "data_cropped | \n", + "imagenet/default | \n", + "False | \n", + "0.9755 | \n", "
| 11 | \n", - "augmentation_no_facecrop | \n", - "p2d_simplecnn_aug | \n", - "simple_cnn | \n", - "224 | \n", - "data | \n", - "imagenet/default | \n", - "True | \n", - "0.7346 | \n", + "11 | \n", + "augmentation_no_facecrop | \n", + "p2d_simplecnn_aug | \n", + "simple_cnn | \n", + "224 | \n", + "data | \n", + "imagenet/default | \n", + "True | \n", + "0.7346 | \n", "
| 12 | \n", - "augmentation_no_facecrop | \n", - "p2d_resnet18_aug | \n", - "resnet18 | \n", - "224 | \n", - "data | \n", - "imagenet/default | \n", - "True | \n", - "0.9665 | \n", + "12 | \n", + "augmentation_no_facecrop | \n", + "p2d_resnet18_aug | \n", + "resnet18 | \n", + "224 | \n", + "data | \n", + "imagenet/default | \n", + "True | \n", + "0.9665 | \n", "
| 13 | \n", - "augmentation_facecrop | \n", - "p2e_simplecnn_facecrop_aug | \n", - "simple_cnn | \n", - "224 | \n", - "data_cropped | \n", - "imagenet/default | \n", - "True | \n", - "0.7136 | \n", + "13 | \n", + "augmentation_facecrop | \n", + "p2e_simplecnn_facecrop_aug | \n", + "simple_cnn | \n", + "224 | \n", + "data_cropped | \n", + "imagenet/default | \n", + "True | \n", + "0.7136 | \n", "
| 14 | \n", - "augmentation_facecrop | \n", - "p2e_resnet18_facecrop_aug | \n", - "resnet18 | \n", - "224 | \n", - "data_cropped | \n", - "imagenet/default | \n", - "True | \n", - "0.9737 | \n", + "14 | \n", + "augmentation_facecrop | \n", + "p2e_resnet18_facecrop_aug | \n", + "resnet18 | \n", + "224 | \n", + "data_cropped | \n", + "imagenet/default | \n", + "True | \n", + "0.9737 | \n", "
| \n", - " | run | \n", - "n_candidates | \n", - "n_images | \n", - "heldout_source | \n", - "candidate_auc | \n", - "candidate_acc | \n", - "panel_path | \n", - "expanded_panel_path | \n", + "run | \n", + "n_images | \n", + "heldout_source | \n", + "candidate_auc | \n", + "candidate_acc | \n", + "panel | \n", + "expanded_panel | \n", + "fine_panel | \n", "|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", - "p1_simplecnn_baseline | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.8378 | \n", - "0.7396 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\panel.png | \n", - "nan | \n", + "0 | \n", + "p1_simplecnn_baseline | \n", + "10 | \n", + "\n", + " | 0.8378 | \n", + "0.7396 | \n", + "classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\panel.png | \n", + "\n", + " | \n", " |
| 1 | \n", - "p1_resnet18_baseline | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.9770 | \n", - "0.9271 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p1_resnet18_baseline\\panel.png | \n", - "nan | \n", + "1 | \n", + "p1_resnet18_baseline | \n", + "10 | \n", + "\n", + " | 0.9770 | \n", + "0.9271 | \n", + "classifier\\outputs\\gradcam\\p1_resnet18_baseline\\panel.png | \n", + "\n", + " | \n", " |
| 2 | \n", - "p2a_t1_original | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.9984 | \n", - "0.9896 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2a_t1_original\\panel.png | \n", - "nan | \n", + "2 | \n", + "p2a_t1_original | \n", + "10 | \n", + "\n", + " | 0.9984 | \n", + "0.9896 | \n", + "classifier\\outputs\\gradcam\\p2a_t1_original\\panel.png | \n", + "\n", + " | \n", " |
| 3 | \n", - "p2a_t2_real_norm | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.9939 | \n", - "0.9792 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2a_t2_real_norm\\panel.png | \n", - "nan | \n", + "3 | \n", + "p2a_t2_real_norm | \n", + "10 | \n", + "\n", + " | 0.9939 | \n", + "0.9792 | \n", + "classifier\\outputs\\gradcam\\p2a_t2_real_norm\\panel.png | \n", + "\n", + " | \n", " |
| 4 | \n", - "p2a_t3_holdout_text2img | \n", - "240 | \n", - "10 | \n", - "text2img | \n", - "0.9264 | \n", - "0.7750 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2a_t3_holdout_text2img\\panel.png | \n", - "nan | \n", + "4 | \n", + "p2a_t3_holdout_text2img | \n", + "10 | \n", + "text2img | \n", + "0.9264 | \n", + "0.7750 | \n", + "classifier\\outputs\\gradcam\\p2a_t3_holdout_text2img\\panel.png | \n", + "\n", + " | \n", " |
| 5 | \n", - "p2a_t3_holdout_inpainting | \n", - "240 | \n", - "10 | \n", - "inpainting | \n", - "0.9820 | \n", - "0.9333 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2a_t3_holdout_inpainting\\panel.png | \n", - "nan | \n", + "5 | \n", + "p2a_t3_holdout_inpainting | \n", + "10 | \n", + "inpainting | \n", + "0.9820 | \n", + "0.9333 | \n", + "classifier\\outputs\\gradcam\\p2a_t3_holdout_inpainting\\panel.png | \n", + "\n", + " | \n", " |
| 6 | \n", - "p2a_t3_holdout_insight | \n", - "240 | \n", - "10 | \n", - "insight | \n", - "0.9550 | \n", - "0.7625 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2a_t3_holdout_insight\\panel.png | \n", - "nan | \n", + "6 | \n", + "p2a_t3_holdout_insight | \n", + "10 | \n", + "insight | \n", + "0.9550 | \n", + "0.7625 | \n", + "classifier\\outputs\\gradcam\\p2a_t3_holdout_insight\\panel.png | \n", + "\n", + " | \n", " |
| 7 | \n", - "p2b_simplecnn_224 | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.8207 | \n", - "0.7448 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_simplecnn_224\\panel.png | \n", - "nan | \n", + "7 | \n", + "p2b_simplecnn_224 | \n", + "10 | \n", + "\n", + " | 0.8207 | \n", + "0.7448 | \n", + "classifier\\outputs\\gradcam\\p2b_simplecnn_224\\panel.png | \n", + "\n", + " | \n", " |
| 8 | \n", - "p2b_resnet18_224 | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.9984 | \n", - "0.9896 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2b_resnet18_224\\panel.png | \n", - "nan | \n", + "8 | \n", + "p2b_resnet18_224 | \n", + "10 | \n", + "\n", + " | 0.9984 | \n", + "0.9896 | \n", + "classifier\\outputs\\gradcam\\p2b_resnet18_224\\panel.png | \n", + "\n", + " | \n", " |
| 9 | \n", - "p2c_simplecnn_facecrop | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.8058 | \n", - "0.7552 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\panel.png | \n", - "nan | \n", + "9 | \n", + "p2c_simplecnn_facecrop | \n", + "10 | \n", + "\n", + " | 0.8058 | \n", + "0.7552 | \n", + "classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\panel.png | \n", + "\n", + " | \n", " |
| 10 | \n", - "p2c_resnet18_facecrop | \n", - "192 | \n", - "16 | \n", - "nan | \n", - "0.9912 | \n", - "0.8906 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel.png | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel_expanded.png | \n", + "10 | \n", + "p2c_resnet18_facecrop | \n", + "16 | \n", + "\n", + " | 0.9912 | \n", + "0.8906 | \n", + "classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel.png | \n", + "classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel_expanded.png | \n", + "classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel_fine_layer3.png | \n", "
| 11 | \n", - "p2d_simplecnn_aug | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.7565 | \n", - "0.6562 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2d_simplecnn_aug\\panel.png | \n", - "nan | \n", + "11 | \n", + "p2d_simplecnn_aug | \n", + "10 | \n", + "\n", + " | 0.7565 | \n", + "0.6562 | \n", + "classifier\\outputs\\gradcam\\p2d_simplecnn_aug\\panel.png | \n", + "\n", + " | \n", " |
| 12 | \n", - "p2d_resnet18_aug | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.9734 | \n", - "0.9271 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2d_resnet18_aug\\panel.png | \n", - "nan | \n", + "12 | \n", + "p2d_resnet18_aug | \n", + "10 | \n", + "\n", + " | 0.9734 | \n", + "0.9271 | \n", + "classifier\\outputs\\gradcam\\p2d_resnet18_aug\\panel.png | \n", + "\n", + " | \n", " |
| 13 | \n", - "p2e_simplecnn_facecrop_aug | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.7358 | \n", - "0.6510 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2e_simplecnn_facecrop_aug\\panel.png | \n", - "nan | \n", + "13 | \n", + "p2e_simplecnn_facecrop_aug | \n", + "10 | \n", + "\n", + " | 0.7358 | \n", + "0.6510 | \n", + "classifier\\outputs\\gradcam\\p2e_simplecnn_facecrop_aug\\panel.png | \n", + "\n", + " | \n", " |
| 14 | \n", - "p2e_resnet18_facecrop_aug | \n", - "192 | \n", - "10 | \n", - "nan | \n", - "0.9910 | \n", - "0.9323 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL\\DRL_2\\DRL_PROJ\\classifier\\outputs\\gradcam\\p2e_resnet18_facecrop_aug\\panel.png | \n", - "nan | \n", + "14 | \n", + "p2e_resnet18_facecrop_aug | \n", + "10 | \n", + "\n", + " | 0.9910 | \n", + "0.9323 | \n", + "classifier\\outputs\\gradcam\\p2e_resnet18_facecrop_aug\\panel.png | \n", + "\n", + " | \n", " |
| \n", - " | run | \n", - "n_candidates | \n", - "n_images | \n", - "heldout_source | \n", - "candidate_auc | \n", - "candidate_acc | \n", - "panel_path | \n", - "expanded_panel_path | \n", + "|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| \n", + " | run | \n", + "n_images | \n", + "heldout_source | \n", + "candidate_auc | \n", + "candidate_acc | \n", + "panel | \n", + "expanded_panel | \n", + "fine_panel | \n", "|||||||||
| 0 | \n", - "p1_simplecnn_baseline | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.837818 | \n", - "0.739583 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "0 | \n", + "p1_simplecnn_baseline | \n", + "10 | \n", + "\n", + " | 0.8378 | \n", + "0.7396 | \n", + "classifier\\outputs\\gradcam\\p1_simplecnn_baseline\\panel.png | \n", + "\n", + " | \n", " |
| 1 | \n", - "p1_resnet18_baseline | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.976997 | \n", - "0.927083 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "1 | \n", + "p1_resnet18_baseline | \n", + "10 | \n", + "\n", + " | 0.9770 | \n", + "0.9271 | \n", + "classifier\\outputs\\gradcam\\p1_resnet18_baseline\\panel.png | \n", + "\n", + " | \n", " |
| 2 | \n", - "p2a_t1_original | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.998409 | \n", - "0.989583 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "2 | \n", + "p2a_t1_original | \n", + "10 | \n", + "\n", + " | 0.9984 | \n", + "0.9896 | \n", + "classifier\\outputs\\gradcam\\p2a_t1_original\\panel.png | \n", + "\n", + " | \n", " |
| 3 | \n", - "p2a_t2_real_norm | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.993924 | \n", - "0.979167 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "3 | \n", + "p2a_t2_real_norm | \n", + "10 | \n", + "\n", + " | 0.9939 | \n", + "0.9792 | \n", + "classifier\\outputs\\gradcam\\p2a_t2_real_norm\\panel.png | \n", + "\n", + " | \n", " |
| 4 | \n", - "p2a_t3_holdout_text2img | \n", - "240 | \n", - "10 | \n", - "text2img | \n", - "0.926432 | \n", - "0.775000 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "4 | \n", + "p2a_t3_holdout_text2img | \n", + "10 | \n", + "text2img | \n", + "0.9264 | \n", + "0.7750 | \n", + "classifier\\outputs\\gradcam\\p2a_t3_holdout_text2img\\panel.png | \n", + "\n", + " | \n", " |
| 5 | \n", - "p2a_t3_holdout_inpainting | \n", - "240 | \n", - "10 | \n", - "inpainting | \n", - "0.981988 | \n", - "0.933333 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "5 | \n", + "p2a_t3_holdout_inpainting | \n", + "10 | \n", + "inpainting | \n", + "0.9820 | \n", + "0.9333 | \n", + "classifier\\outputs\\gradcam\\p2a_t3_holdout_inpainting\\panel.png | \n", + "\n", + " | \n", " |
| 6 | \n", - "p2a_t3_holdout_insight | \n", - "240 | \n", - "10 | \n", - "insight | \n", - "0.954970 | \n", - "0.762500 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "6 | \n", + "p2a_t3_holdout_insight | \n", + "10 | \n", + "insight | \n", + "0.9550 | \n", + "0.7625 | \n", + "classifier\\outputs\\gradcam\\p2a_t3_holdout_insight\\panel.png | \n", + "\n", + " | \n", " |
| 7 | \n", - "p2b_simplecnn_224 | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.820747 | \n", - "0.744792 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "7 | \n", + "p2b_simplecnn_224 | \n", + "10 | \n", + "\n", + " | 0.8207 | \n", + "0.7448 | \n", + "classifier\\outputs\\gradcam\\p2b_simplecnn_224\\panel.png | \n", + "\n", + " | \n", " |
| 8 | \n", - "p2b_resnet18_224 | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.998409 | \n", - "0.989583 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "8 | \n", + "p2b_resnet18_224 | \n", + "10 | \n", + "\n", + " | 0.9984 | \n", + "0.9896 | \n", + "classifier\\outputs\\gradcam\\p2b_resnet18_224\\panel.png | \n", + "\n", + " | \n", " |
| 9 | \n", - "p2c_simplecnn_facecrop | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.805845 | \n", - "0.755208 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "9 | \n", + "p2c_simplecnn_facecrop | \n", + "10 | \n", + "\n", + " | 0.8058 | \n", + "0.7552 | \n", + "classifier\\outputs\\gradcam\\p2c_simplecnn_facecrop\\panel.png | \n", + "\n", + " | \n", " |
| 10 | \n", - "p2c_resnet18_facecrop | \n", - "192 | \n", - "16 | \n", - "NaN | \n", - "0.991175 | \n", - "0.890625 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", + "10 | \n", + "p2c_resnet18_facecrop | \n", + "16 | \n", + "\n", + " | 0.9912 | \n", + "0.8906 | \n", + "classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel.png | \n", + "classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel_expanded.png | \n", + "classifier\\outputs\\gradcam\\p2c_resnet18_facecrop\\panel_fine_layer3.png | \n", "
| 11 | \n", - "p2d_simplecnn_aug | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.756510 | \n", - "0.656250 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "11 | \n", + "p2d_simplecnn_aug | \n", + "10 | \n", + "\n", + " | 0.7565 | \n", + "0.6562 | \n", + "classifier\\outputs\\gradcam\\p2d_simplecnn_aug\\panel.png | \n", + "\n", + " | \n", " |
| 12 | \n", - "p2d_resnet18_aug | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.973380 | \n", - "0.927083 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "12 | \n", + "p2d_resnet18_aug | \n", + "10 | \n", + "\n", + " | 0.9734 | \n", + "0.9271 | \n", + "classifier\\outputs\\gradcam\\p2d_resnet18_aug\\panel.png | \n", + "\n", + " | \n", " |
| 13 | \n", - "p2e_simplecnn_facecrop_aug | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.735822 | \n", - "0.651042 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "13 | \n", + "p2e_simplecnn_facecrop_aug | \n", + "10 | \n", + "\n", + " | 0.7358 | \n", + "0.6510 | \n", + "classifier\\outputs\\gradcam\\p2e_simplecnn_facecrop_aug\\panel.png | \n", + "\n", + " | \n", " |
| 14 | \n", - "p2e_resnet18_facecrop_aug | \n", - "192 | \n", - "10 | \n", - "NaN | \n", - "0.991030 | \n", - "0.932292 | \n", - "c:\\Users\\diogo\\Documents\\MIA_UP\\2_Semestre\\DRL... | \n", - "NaN | \n", + "14 | \n", + "p2e_resnet18_facecrop_aug | \n", + "10 | \n", + "\n", + " | 0.9910 | \n", + "0.9323 | \n", + "classifier\\outputs\\gradcam\\p2e_resnet18_facecrop_aug\\panel.png | \n", + "\n", + " | \n", " |