About These Animations
The following videos (mentioned in supplementary) showcase Mirror-CFE counterfactual explanations generated across multiple datasets including Blood-MNIST (B-MNIST), CelebA-HQ, Fashion-MNIST (FMNIST), and MNIST.
Each animation visualizes how Mirror-CFE gradually transforms a source image into a counterfactual example that crosses the classifier's decision boundary while preserving identity. Click a dataset section below to expand and explore the animations.
BMNIST
Lymphocyte → Erythroblast (Figure. 3)
fig3_row7_lymphocyte(GT_lymphocyte)_to_erythroblast_correct.mp4
Lymphocyte ↔ Erythroblast (additional samples)
no12_lymphocyte(GT_lymphocyte)_to_erythroblast_correct.mp4
no189_erythroblast(GT_lymphocyte)_to_lymphocyte_error.mp4
no33_erythroblast(GT_erythroblast)_to_lymphocyte_correct.mp4
no5_erythroblast(GT_erythroblast)_to_lymphocyte_correct.mp4
no69_lymphocyte(GT_lymphocyte)_to_erythroblast_correct.mp4
CelebA-HQ
Slightly opened mouth → Closed mouth (Figure. 4)
fig4_bottomleft_slightly opened mouth(GT_slightly opened mouth)_to_closed mouth_correct.mp4
fig4_bottomright_slightly opened mouth(GT_slightly opened mouth)_to_closed mouth_correct.mp4
fig4_topleft_closed mouth(GT_closed mouth)_to_slightly opened mouth_correct.mp4
fig4_topright_closed mouth(GT_closed mouth)_to_slightly opened mouth_correct.mp4
Slightly opened mouth ↔ Closed mouth (additional sample)
no4262_closed mouth(GT_slightly opened mouth)_to_slightly opened mouth_error.mp4
FMNIST
T-shirt → Pullover (Figure. 3)
fig3_row4_T-shirt(GT_T-shirt)_to_Pullover_correct.mp4
T-shirt ↔ Pullover (additional samples)
no0_Pullover(GT_Pullover)_to_T-shirt_correct.mp4
no100_T-shirt(GT_Pullover)_to_Pullover_error.mp4
no10_Pullover(GT_Pullover)_to_T-shirt_correct.mp4
no27_T-shirt(GT_T-shirt)_to_Pullover_correct.mp4
no6_Pullover(GT_Pullover)_to_T-shirt_correct.mp4
Coat → Shirt (Figure. 3)
fig3_row5_Coat(GT_Coat)_to_Shirt_correct.mp4
Coat ↔ Shirt (additional samples)
no18_Shirt(GT_Shirt)_to_Coat_correct.mp4
no31_Coat(GT_Coat)_to_Shirt_correct.mp4
no4_Coat(GT_Coat)_to_Shirt_correct.mp4
no53_Shirt(GT_Shirt)_to_Coat_correct.mp4
no5_Shirt(GT_Coat)_to_Coat_error.mp4
Sneaker → Ankle boot (Figure. 3)
fig3_row6_Sneaker(GT_Sneaker)_to_Ankle boot_correct.mp4
Sneaker ↔ Ankle boot (additional samples)
no0_Ankle boot(GT_Ankle boot)_to_Sneaker_correct.mp4
no274_Sneaker(GT_Ankle boot)_to_Ankle boot_error.mp4
no36_Ankle boot(GT_Ankle boot)_to_Sneaker_correct.mp4
no38_Ankle boot(GT_Ankle boot)_to_Sneaker_correct.mp4
no6_Sneaker(GT_Sneaker)_to_Ankle boot_correct.mp4
MNIST
8 → 3 (Figure. 3)
fig3_row1_8(GT_8)_to_3_correct.mp4
8 ↔ 3 (additional samples)
no15_8(GT_8)_to_3_correct.mp4
no17_3(GT_3)_to_8_correct.mp4
no185_5(GT_3)_to_8_error.mp4
no22_8(GT_8)_to_3_correct.mp4
no8_3(GT_3)_to_8_correct.mp4
9 → 4 (Figure. 3)
fig3_row2_9(GT_9)_to_4_correct.mp4
4 ↔ 9 / additional_samples
no10_4(GT_4)_to_9_correct.mp4
no1_4(GT_4)_to_9_correct.mp4
no31_9(GT_4)_to_4_error.mp4
no7_9(GT_4)_to_4_correct.mp4
no9_4(GT_4)_to_9_correct.mp4
6 → 5 (Figure. 3)
fig3_row3_6(GT_6)_to_5_correct.mp4
6 ↔ 5 (additional samples)
no10_6(GT_6)_to_5_correct.mp4
no11_5(GT_5)_to_6_correct.mp4
no304_3(GT_5)_to_6_error.mp4
no5_5(GT_5)_to_6_correct.mp4
no6_5(GT_5)_to_6_correct.mp4