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README.md
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---
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configs:
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- config_name: default
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data_files:
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- split: train
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path: "metadata.jsonl"
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dataset_info:
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features:
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- name: file_name
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dtype: string
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- name: question_id
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dtype: string
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- name: fraud_type
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dtype: string
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- name: fraud_sub_types
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sequence: string
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- name: ground_truth
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sequence: string
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- name: mask_indices
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sequence: int32
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- name: mask_caption
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dtype: string
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- name: mask_path
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dtype: string
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- name: figure_caption
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dtype: string
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- name: figure_related_sentences
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dtype: string
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- name: inconsistent_part
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dtype: string
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- name: tampered_sentences
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sequence: string
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- name: golden_sentences
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sequence: string
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- name: metadata
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struct:
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- name: all_images_paths
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sequence: string
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- name: tampered
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dtype: bool
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- name: paper_ids
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sequence: string
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- name: panel_ids
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sequence: string
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- name: figure_ids
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sequence: string
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- name: scenario
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dtype: string
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tags:
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- scientific-paper-fraud-detection
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- vision-fraud-reasoning
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- fraud-reasoning
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- mllm-benchmark
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pretty_name: THEMIS
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---
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This repository contains the data of the paper [THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics](https://openreview.net/forum?id=y3UkklvoW9)
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