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THEMIS

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scientific-paper-fraud-detection
vision-fraud-reasoning
fraud-reasoning
mllm-benchmark
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Auto-converted to Parquet Duplicate
file_name
stringlengths
45
104
question_id
stringlengths
9
23
fraud_type
stringclasses
3 values
fraud_sub_types
listlengths
1
3
ground_truth
listlengths
1
3
mask_indices
listlengths
1
9
mask_caption
stringclasses
65 values
mask_path
stringlengths
0
106
figure_caption
stringclasses
151 values
figure_related_sentences
stringclasses
151 values
inconsistent_part
stringclasses
3 values
tampered_sentences
listlengths
1
3
golden_sentences
listlengths
1
3
metadata
dict
duplication/global/2010072670_DUP_01/panel/2010072670_DUP_01_5_1/2010072670_DUP_01_5_1_1_tampered.png
duplication_1
duplication
[ "parameter-modified" ]
[ "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072670_DUP_01/panel/2010072670_DUP_01_5_1/2010072670_DUP_01_5_1_4_tampered.png
duplication_2
duplication
[ "rotated", "parameter-modified" ]
[ "C", "E" ]
[ 0 ]
[ "" ]
[ "" ]
{ "all_images_paths": [ "duplication/global/2010072670_DUP_01/panel/2010072670_DUP_01_5_1/2010072670_DUP_01_5_1_4_tampered.png", "duplication/global/2010072670_DUP_01/panel/2010072670_DUP_01_5_1/2010072670_DUP_01_5_1_5.png" ], "tampered": true, "paper_ids": [ "2010072670" ], "panel_ids": [ "2010072670_DUP_01_5_1_4_tampered", "2010072670_DUP_01_5_1_5" ], "figure_ids": [ "None" ], "scenario": "Physical Object" }
duplication/global/2010072670_DUP_01/panel/2010072670_DUP_01_5_1/2010072670_DUP_01_5_1_6_tampered.png
duplication_3
duplication
[ "flipped" ]
[ "D" ]
[ 0 ]
[ "" ]
[ "" ]
{ "all_images_paths": [ "duplication/global/2010072670_DUP_01/panel/2010072670_DUP_01_5_1/2010072670_DUP_01_5_1_6_tampered.png", "duplication/global/2010072670_DUP_01/panel/2010072670_DUP_01_5_1/2010072670_DUP_01_5_1_2.png" ], "tampered": true, "paper_ids": [ "2010072670" ], "panel_ids": [ "2010072670_DUP_01_5_1_6_tampered", "2010072670_DUP_01_5_1_2" ], "figure_ids": [ "None" ], "scenario": "Physical Object" }
duplication/global/2010072673_DUP_01/panel/2010072673_DUP_01_4_1/2010072673_DUP_01_4_1_2_tampered.png
duplication_4
duplication
[ "rotated" ]
[ "C" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072674_DUP_01/panel/2010072674_DUP_01_4_1/2010072674_DUP_01_4_1_2_tampered.png
duplication_5
duplication
[ "flipped", "parameter-modified" ]
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[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072674_DUP_01/panel/2010072674_DUP_01_4_3/2010072674_DUP_01_4_3_1_tampered.png
duplication_6
duplication
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duplication/global/2010072674_DUP_01/panel/2010072674_DUP_01_4_4/2010072674_DUP_01_4_4_1_tampered.png
duplication_7
duplication
[ "flipped", "parameter-modified" ]
[ "D", "E" ]
[ 0 ]
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duplication/global/2010072674_DUP_01/panel/2010072674_DUP_01_4_4/2010072674_DUP_01_4_4_2_tampered.png
duplication_8
duplication
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duplication/global/2010072701_DUP_01/panel/2010072701_DUP_01_2_2/2010072701_DUP_01_2_2_1_tampered.png
duplication_9
duplication
[ "parameter-modified" ]
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[ 0 ]
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[ "" ]
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duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_1_tampered.png
duplication_10
duplication
[ "rotated", "parameter-modified" ]
[ "C", "E" ]
[ 0 ]
[ "" ]
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duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_5_tampered.png
duplication_11
duplication
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[ "C" ]
[ 0 ]
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duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_7_tampered.png
duplication_12
duplication
[ "rotated" ]
[ "C" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_10_tampered.png
duplication_13
duplication
[ "parameter-modified" ]
[ "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_11_tampered.png
duplication_14
duplication
[ "rotated" ]
[ "C" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_12_tampered.png
duplication_15
duplication
[ "flipped" ]
[ "D" ]
[ 0 ]
[ "" ]
[ "" ]
{ "all_images_paths": [ "duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_12_tampered.png", "duplication/global/2010072707_DUP_01/panel/2010072707_DUP_01_2_1/2010072707_DUP_01_2_1_4.png" ], "tampered": true, "paper_ids": [ "2010072707" ], "panel_ids": [ "2010072707_DUP_01_2_1_12_tampered", "2010072707_DUP_01_2_1_4" ], "figure_ids": [ "None" ], "scenario": "Medical Imaging" }
duplication/global/2010072709_DUP_01/panel/2010072709_DUP_01_3_1/2010072709_DUP_01_3_1_1_tampered.png
duplication_16
duplication
[ "rotated", "parameter-modified" ]
[ "C", "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072769_DUP_01/panel/2010072769_DUP_01_7_2/2010072769_DUP_01_7_2_2_tampered.png
duplication_17
duplication
[ "parameter-modified" ]
[ "E" ]
[ 0 ]
[ "" ]
[ "" ]
{ "all_images_paths": [ "duplication/global/2010072769_DUP_01/panel/2010072769_DUP_01_7_2/2010072769_DUP_01_7_2_2_tampered.png", "duplication/global/2010072769_DUP_01/panel/2010072769_DUP_01_7_2/2010072769_DUP_01_7_2_5.png" ], "tampered": true, "paper_ids": [ "2010072769" ], "panel_ids": [ "2010072769_DUP_01_7_2_2_tampered", "2010072769_DUP_01_7_2_5" ], "figure_ids": [ "None" ], "scenario": "Chart" }
duplication/global/2010072769_DUP_01/panel/2010072769_DUP_01_7_2/2010072769_DUP_01_7_2_3_tampered.png
duplication_18
duplication
[ "parameter-modified" ]
[ "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072769_DUP_01/panel/2010072769_DUP_01_8_2/2010072769_DUP_01_8_2_1_tampered.png
duplication_19
duplication
[ "parameter-modified" ]
[ "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072774_DUP_01/panel/2010072774_DUP_01_8_2/2010072774_DUP_01_8_2_2_tampered.png
duplication_20
duplication
[ "flipped" ]
[ "D" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072774_DUP_01/panel/2010072774_DUP_01_9_1/2010072774_DUP_01_9_1_2_tampered.png
duplication_21
duplication
[ "flipped", "parameter-modified" ]
[ "D", "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072774_DUP_01/panel/2010072774_DUP_01_9_1/2010072774_DUP_01_9_1_4_tampered.png
duplication_22
duplication
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[ 0 ]
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duplication/global/2010072775_DUP_01/panel/2010072775_DUP_01_4_1/2010072775_DUP_01_4_1_1_tampered.png
duplication_23
duplication
[ "flipped", "parameter-modified" ]
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[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072775_DUP_01/panel/2010072775_DUP_01_5_1/2010072775_DUP_01_5_1_4_tampered.png
duplication_24
duplication
[ "flipped", "parameter-modified" ]
[ "D", "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072775_DUP_01/panel/2010072775_DUP_01_5_1/2010072775_DUP_01_5_1_5_tampered.png
duplication_25
duplication
[ "parameter-modified" ]
[ "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072775_DUP_01/panel/2010072775_DUP_01_5_1/2010072775_DUP_01_5_1_7_tampered.png
duplication_26
duplication
[ "parameter-modified" ]
[ "E" ]
[ 0 ]
[ "" ]
[ "" ]
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duplication/global/2010072775_DUP_01/panel/2010072775_DUP_01_5_1/2010072775_DUP_01_5_1_11_tampered.png
duplication_27
duplication
[ "flipped", "parameter-modified" ]
[ "D", "E" ]
[ 0 ]
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duplication_40
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duplication_81
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End of preview. Expand in Data Studio

This repository contains the data of the paper THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics
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