diff --git a/sample_evaluation/data.csv b/sample_evaluation/data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b5244963e65c84415447e213c25ba4ca88be248
--- /dev/null
+++ b/sample_evaluation/data.csv
@@ -0,0 +1,81 @@
+,query_image,target_image,query_text
+0,317881.png,624783.png,add boat and remove bench
+1,269834.png,904711.png,add motorcycle and remove banana
+2,106402.png,209680.png,add pizza and remove horse
+3,396635.png,347231.png,add pizza and remove bicycle
+4,261684.png,755383.png,add cow and remove bench
+5,800646.png,163780.png,add apple and remove bird
+6,585188.png,317881.png,add airplane and remove pizza
+7,480211.png,763928.png,add boat and remove plate
+8,440140.png,367271.png,add handbag and remove bicycle
+9,130271.png,672536.png,add bear and remove zebra
+10,560959.png,178463.png,add fork and remove motorcycle
+11,534303.png,430876.png,add carrot and remove shoe
+12,853629.png,176517.png,add cow and remove knife
+13,184714.png,584417.png,add cow and remove donut
+14,160144.png,876962.png,add orange and remove shoe
+15,793655.png,428267.png,add zebra and remove bowl
+16,972097.png,597305.png,add handbag and remove backpack
+17,182760.png,599380.png,add surfboard and remove train
+18,455007.png,192410.png,add car and remove chair
+19,612311.png,556839.png,add snowboard and remove train
+20,317881.png,624783.png,"Remove bench, add boat."
+21,269834.png,904711.png,"Eliminate banana, then bring in motorcycle."
+22,106402.png,209680.png,"Insert pizza, and shortly afterward eliminate horse."
+23,396635.png,347231.png,"First, add pizza, and soon after, remove bicycle from the scene."
+24,261684.png,755383.png,"Bring cow into the picture, and then follow up with removing bench."
+25,800646.png,163780.png,"Eliminate bird, introduce apple."
+26,585188.png,317881.png,"Introduce airplane, and soon after, discard pizza from the setting."
+27,480211.png,763928.png,"Insert boat in the beginning, and follow up by taking out plate."
+28,440140.png,367271.png,"Take away bicycle, then place handbag."
+29,130271.png,672536.png,"First, add bear, and soon after, remove zebra from the scene."
+30,560959.png,178463.png,"Take away motorcycle, and insert fork."
+31,534303.png,430876.png,"Discard shoe, and immediately include carrot in the process."
+32,853629.png,176517.png,"Take away knife, then place cow."
+33,184714.png,584417.png,"Place cow first, then proceed to get rid of donut."
+34,160144.png,876962.png,"Bring orange into the picture, and afterward, remove shoe."
+35,793655.png,428267.png,"Remove bowl, add zebra, and then include zebra."
+36,972097.png,597305.png,"Remove backpack, add handbag."
+37,182760.png,599380.png,"Get rid of train, and insert surfboard."
+38,455007.png,192410.png,"Discard chair in the beginning, then proceed to bring car into play."
+39,612311.png,556839.png,"Get rid of train initially, and then follow up by including snowboard."
+40,963333.png,537983.png,add tv and remove desk
+41,352249.png,664742.png,add tv and remove toaster
+42,315173.png,768480.png,add oven and remove toilet
+43,862847.png,795847.png,add toaster and remove desk
+44,849421.png,530764.png,add door and remove toaster
+45,426775.png,642895.png,add desk and remove mouse
+46,299367.png,669827.png,add laptop and remove tv
+47,483542.png,843266.png,add clock and remove desk
+48,599219.png,306854.png,add book and remove sink
+49,866536.png,102805.png,add window and remove toaster
+50,965401.png,347582.png,add mirror and remove book
+51,479625.png,557058.png,add window and remove sink
+52,251668.png,140163.png,add keyboard and remove mouse
+53,350405.png,244247.png,add mirror and remove toothbrush
+54,713762.png,920652.png,add blender and remove toaster
+55,744718.png,301939.png,add keyboard and remove scissors
+56,929822.png,427766.png,add window and remove mouse
+57,194689.png,177333.png,add tv and remove blender
+58,995916.png,294143.png,add mouse and remove book
+59,254864.png,739979.png,add keyboard and remove window
+60,773918.png,605937.png,add bench and dog and remove axe and hat
+61,693830.png,972097.png,add tie and person and remove person and bird
+62,800646.png,803055.png,add cow and tie and remove bird and orange
+63,220768.png,230394.png,add pizza and handbag and remove truck and carrot
+64,883301.png,668507.png,add couch and bear and remove skateboard and motorcycle
+65,332360.png,317881.png,add couch and bench and remove car and bus
+66,232321.png,517479.png,add bicycle and cup and remove sheep and umberella
+67,346205.png,575755.png,add bear and donut and remove broccoli and sandwich
+68,505116.png,690996.png,add airplane and donut and remove person and plate
+69,398768.png,395459.png,add horse and truck and remove bicycle and apple
+70,558933.png,410160.png,add fork and boat and remove bus and suitcase
+71,220764.png,400814.png,add umberella and zebra and remove person and boat
+72,589131.png,405407.png,add hat and apple and remove fork and shoe
+73,197736.png,882544.png,add cake and bench and remove bear and car
+74,725084.png,404466.png,add cup and elephant and remove truck and bear
+75,400009.png,495533.png,add elephant and umberella and remove broccoli and shoe
+76,758775.png,810687.png,add skateboard and truck and remove banana and spoon
+77,283700.png,853252.png,add bowl and bench and remove shoe and elephant
+78,416061.png,956572.png,add suitcase and banana and remove person and skateboard
+79,106402.png,799233.png,add pizza and bear and remove horse and train
diff --git a/sample_evaluation/images/.ipynb_checkpoints/347231-checkpoint.png b/sample_evaluation/images/.ipynb_checkpoints/347231-checkpoint.png
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