diff --git a/data/.gitignore b/data/.gitignore
index 04c6323..c9f7e65 100644
--- a/data/.gitignore
+++ b/data/.gitignore
@@ -1,5 +1,4 @@
 *.png
-*.csv
 *.jpg
 *.jpeg
 *.gif
diff --git a/data/task/cni/Hallucination/anls_pipeline/correlation_results.csv b/data/task/cni/Hallucination/anls_pipeline/correlation_results.csv
new file mode 100644
index 0000000..6adc735
--- /dev/null
+++ b/data/task/cni/Hallucination/anls_pipeline/correlation_results.csv
@@ -0,0 +1,17 @@
+method,n_overlap,pearson
+brisque_per_image.csv,46,-0.104588
+clipiqa+_vitL14_512_per_image.csv,46,0.011055
+dbcnn_per_image.csv,46,-0.203747
+deqa_per_image.csv,46,0.094139
+hyperiqa_per_image.csv,46,-0.095212
+maniqa_per_image.csv,46,-0.007514
+musiq_per_image.csv,46,-0.116055
+nima_per_image.csv,46,-0.038136
+niqe_per_image.csv,46,0.001954
+nrqm_per_image.csv,46,-0.005415
+paq2piq_per_image.csv,46,0.048295
+piqe_per_image.csv,46,0.078599
+topiq_nr_per_image.csv,46,-0.136474
+unique_per_image.csv,46,-0.078535
+uranker_per_image.csv,46,0.122599
+human_per_image.csv,46,0.154902
diff --git a/data/task/cni/Hallucination/anls_pipeline/per_image_anls.csv b/data/task/cni/Hallucination/anls_pipeline/per_image_anls.csv
new file mode 100644
index 0000000..4be8da3
--- /dev/null
+++ b/data/task/cni/Hallucination/anls_pipeline/per_image_anls.csv
@@ -0,0 +1,48 @@
+image,anls,hallucination_score,num_fields
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+image (21),0.549781,0.450219,18
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+image (23),0.565217,0.434783,14
+image (24),0.666667,0.333333,15
+image (26),0.833333,0.166667,18
+image (27),0.682692,0.317308,16
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diff --git a/data/task/cni/Human/human-label.csv b/data/task/cni/Human/human-label.csv
new file mode 100644
index 0000000..d0826e2
--- /dev/null
+++ b/data/task/cni/Human/human-label.csv
@@ -0,0 +1,82 @@
+imagefile,coherence
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diff --git a/data/task/cni/IQA_results/brisque_per_image.csv b/data/task/cni/IQA_results/brisque_per_image.csv
new file mode 100644
index 0000000..dcecaf5
--- /dev/null
+++ b/data/task/cni/IQA_results/brisque_per_image.csv
@@ -0,0 +1,57 @@
+image,score
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diff --git a/data/task/cni/IQA_results/clipiqa+_vitL14_512_per_image.csv b/data/task/cni/IQA_results/clipiqa+_vitL14_512_per_image.csv
new file mode 100644
index 0000000..53a3ab9
--- /dev/null
+++ b/data/task/cni/IQA_results/clipiqa+_vitL14_512_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,0.256000
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+ITE55340822_passeport_pascal_2028_Completed,0.243000
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diff --git a/data/task/cni/IQA_results/dbcnn_per_image.csv b/data/task/cni/IQA_results/dbcnn_per_image.csv
new file mode 100644
index 0000000..5f6e1a0
--- /dev/null
+++ b/data/task/cni/IQA_results/dbcnn_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,0.400000
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diff --git a/data/task/cni/IQA_results/deqa_per_image.csv b/data/task/cni/IQA_results/deqa_per_image.csv
new file mode 100644
index 0000000..3ea5648
--- /dev/null
+++ b/data/task/cni/IQA_results/deqa_per_image.csv
@@ -0,0 +1,57 @@
+image,score
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diff --git a/data/task/cni/IQA_results/hyperiqa_per_image.csv b/data/task/cni/IQA_results/hyperiqa_per_image.csv
new file mode 100644
index 0000000..a539018
--- /dev/null
+++ b/data/task/cni/IQA_results/hyperiqa_per_image.csv
@@ -0,0 +1,57 @@
+image,score
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diff --git a/data/task/cni/IQA_results/maniqa_per_image.csv b/data/task/cni/IQA_results/maniqa_per_image.csv
new file mode 100644
index 0000000..06a763f
--- /dev/null
+++ b/data/task/cni/IQA_results/maniqa_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,0.252000
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diff --git a/data/task/cni/IQA_results/musiq_per_image.csv b/data/task/cni/IQA_results/musiq_per_image.csv
new file mode 100644
index 0000000..50d7346
--- /dev/null
+++ b/data/task/cni/IQA_results/musiq_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,35.991000
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diff --git a/data/task/cni/IQA_results/nima_per_image.csv b/data/task/cni/IQA_results/nima_per_image.csv
new file mode 100644
index 0000000..51ef775
--- /dev/null
+++ b/data/task/cni/IQA_results/nima_per_image.csv
@@ -0,0 +1,57 @@
+image,score
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diff --git a/data/task/cni/IQA_results/niqe_per_image.csv b/data/task/cni/IQA_results/niqe_per_image.csv
new file mode 100644
index 0000000..e8be077
--- /dev/null
+++ b/data/task/cni/IQA_results/niqe_per_image.csv
@@ -0,0 +1,57 @@
+image,score
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diff --git a/data/task/cni/IQA_results/nrqm_per_image.csv b/data/task/cni/IQA_results/nrqm_per_image.csv
new file mode 100644
index 0000000..9c00fd1
--- /dev/null
+++ b/data/task/cni/IQA_results/nrqm_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,6.774000
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diff --git a/data/task/cni/IQA_results/paq2piq_per_image.csv b/data/task/cni/IQA_results/paq2piq_per_image.csv
new file mode 100644
index 0000000..798f6e5
--- /dev/null
+++ b/data/task/cni/IQA_results/paq2piq_per_image.csv
@@ -0,0 +1,57 @@
+image,score
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diff --git a/data/task/cni/IQA_results/piqe_per_image.csv b/data/task/cni/IQA_results/piqe_per_image.csv
new file mode 100644
index 0000000..0dc4d37
--- /dev/null
+++ b/data/task/cni/IQA_results/piqe_per_image.csv
@@ -0,0 +1,57 @@
+image,score
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diff --git a/data/task/cni/IQA_results/topiq_nr_per_image.csv b/data/task/cni/IQA_results/topiq_nr_per_image.csv
new file mode 100644
index 0000000..874e8ab
--- /dev/null
+++ b/data/task/cni/IQA_results/topiq_nr_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,0.340000
+ITE55340318_ID_kat__1__Completed,0.473000
+ITE55340822_passeport_pascal_2028_Completed,0.333000
+ITE55341271_C_I_face_Completed,0.567000
+ITE55341677_2023_-_CNI_Recto-Verso_Hassina,0.393000
+ITE55343297_20250729_172626_Completed,0.402000
+ITE55343716_CNI_Completed,0.503500
+ITE55346966_17537774579547958575370370624241_Completed,0.275000
+ITE55347865_Snapchat-715567440_Completed,0.233000
+ITE55347866_Snapchat-1551171803_Completed,0.254000
+ITE55347926_DHONDT_CNI,0.610000
+ITE55348016_image_Completed,0.306000
+ITE55348464_IMG-20250721-WA0000_Completed,0.319000
+ITE55348878_CNI_RECTO,0.263000
+ITE55348904_cni_verso,0.305000
+ITE55349793_2_em_CNI_CHASTAING_,0.221000
+ITE55350967_PLI_INCONNU_-_ADH_625302_42296806_DMS,0.471000
+ITE55351087_PLI_INCONNU_-_ADH_625120_42296075_DMS,0.461000
+ITE55351128_PLI_INCONNU_-_ADH_625123_42296103_DMS,0.399500
+ITE55351156_Passeport_Completed,0.351000
+ITE55351372_RÉPUBLIQUE_FRANÇAISE_Completed,0.404500
+ITE55352532_PLI_INCONNU_-_ADH_625374_42297046_DMS,0.415000
+ITE55352984_CNI_Completed,0.463000
+ITE55354550_20250728_113359_Completed,0.284000
+ITE55354891_image_Completed,0.290000
+image (1),0.371000
+image (10),0.531500
+image (11),0.351000
+image (12),0.560000
+image (13),0.372000
+image (14),0.456000
+image (15),0.535000
+image (16),0.470000
+image (17),0.533000
+image (18),0.592000
+image (19),0.486500
+image (2),0.454000
+image (21),0.491000
+image (22),0.522000
+image (23),0.378000
+image (24),0.409000
+image (25),0.492000
+image (26),0.619000
+image (27),0.341000
+image (28),0.609500
+image (29),0.347000
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+image (30),0.313000
+image (31),0.344000
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+image (6),0.434714
+image (7),0.345500
+image (8),0.337000
+image (9),0.399000
+image_0,0.627000
diff --git a/data/task/cni/IQA_results/unique_per_image.csv b/data/task/cni/IQA_results/unique_per_image.csv
new file mode 100644
index 0000000..fb6ced7
--- /dev/null
+++ b/data/task/cni/IQA_results/unique_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,-0.006000
+ITE55340318_ID_kat__1__Completed,0.340000
+ITE55340822_passeport_pascal_2028_Completed,-0.604000
+ITE55341271_C_I_face_Completed,0.799000
+ITE55341677_2023_-_CNI_Recto-Verso_Hassina,0.325000
+ITE55343297_20250729_172626_Completed,-0.699000
+ITE55343716_CNI_Completed,0.442500
+ITE55346966_17537774579547958575370370624241_Completed,-0.691000
+ITE55347865_Snapchat-715567440_Completed,-1.288000
+ITE55347866_Snapchat-1551171803_Completed,-1.193000
+ITE55347926_DHONDT_CNI,0.562000
+ITE55348016_image_Completed,-0.779000
+ITE55348464_IMG-20250721-WA0000_Completed,-0.693000
+ITE55348878_CNI_RECTO,-0.767000
+ITE55348904_cni_verso,-0.630000
+ITE55349793_2_em_CNI_CHASTAING_,-1.019000
+ITE55350967_PLI_INCONNU_-_ADH_625302_42296806_DMS,-0.581000
+ITE55351087_PLI_INCONNU_-_ADH_625120_42296075_DMS,-0.226000
+ITE55351128_PLI_INCONNU_-_ADH_625123_42296103_DMS,-0.327500
+ITE55351156_Passeport_Completed,-0.116000
+ITE55351372_RÉPUBLIQUE_FRANÇAISE_Completed,0.407500
+ITE55352532_PLI_INCONNU_-_ADH_625374_42297046_DMS,-0.464000
+ITE55352984_CNI_Completed,0.421000
+ITE55354550_20250728_113359_Completed,-0.662000
+ITE55354891_image_Completed,-0.685000
+image (1),0.289000
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+image (16),0.815000
+image (17),1.049500
+image (18),0.684000
+image (19),0.995000
+image (2),-0.014000
+image (21),0.737000
+image (22),0.562750
+image (23),0.375000
+image (24),0.516000
+image (25),1.031000
+image (26),0.855000
+image (27),-0.701000
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+image (6),0.196429
+image (7),-0.422000
+image (8),-0.762000
+image (9),0.376000
+image_0,0.597000
diff --git a/data/task/cni/IQA_results/uranker_per_image.csv b/data/task/cni/IQA_results/uranker_per_image.csv
new file mode 100644
index 0000000..34036db
--- /dev/null
+++ b/data/task/cni/IQA_results/uranker_per_image.csv
@@ -0,0 +1,57 @@
+image,score
+ITE55336627_PASSEPORT_Abasse_GUEYE__Completed,0.560000
+ITE55340318_ID_kat__1__Completed,0.897000
+ITE55340822_passeport_pascal_2028_Completed,0.205000
+ITE55341271_C_I_face_Completed,-0.494000
+ITE55341677_2023_-_CNI_Recto-Verso_Hassina,0.428000
+ITE55343297_20250729_172626_Completed,2.212000
+ITE55343716_CNI_Completed,-0.442000
+ITE55346966_17537774579547958575370370624241_Completed,-0.420000
+ITE55347865_Snapchat-715567440_Completed,0.133000
+ITE55347866_Snapchat-1551171803_Completed,-0.380000
+ITE55347926_DHONDT_CNI,-0.752000
+ITE55348016_image_Completed,0.308000
+ITE55348464_IMG-20250721-WA0000_Completed,0.526000
+ITE55348878_CNI_RECTO,-0.387000
+ITE55348904_cni_verso,0.412000
+ITE55349793_2_em_CNI_CHASTAING_,1.076000
+ITE55350967_PLI_INCONNU_-_ADH_625302_42296806_DMS,1.679000
+ITE55351087_PLI_INCONNU_-_ADH_625120_42296075_DMS,0.686000
+ITE55351128_PLI_INCONNU_-_ADH_625123_42296103_DMS,-0.049500
+ITE55351156_Passeport_Completed,1.070000
+ITE55351372_RÉPUBLIQUE_FRANÇAISE_Completed,0.619500
+ITE55352532_PLI_INCONNU_-_ADH_625374_42297046_DMS,0.503000
+ITE55352984_CNI_Completed,1.951000
+ITE55354550_20250728_113359_Completed,0.673000
+ITE55354891_image_Completed,1.477000
+image (1),-0.750000
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+image (9),1.677000
+image_0,-0.574000