| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: "metadata.jsonl" | |
| dataset_info: | |
| features: | |
| - name: file_name | |
| dtype: string | |
| - name: question_id | |
| dtype: string | |
| - name: fraud_type | |
| dtype: string | |
| - name: fraud_sub_types | |
| sequence: string | |
| - name: ground_truth | |
| sequence: string | |
| - name: mask_indices | |
| sequence: int32 | |
| - name: mask_caption | |
| dtype: string | |
| - name: mask_path | |
| dtype: string | |
| - name: figure_caption | |
| dtype: string | |
| - name: figure_related_sentences | |
| dtype: string | |
| - name: inconsistent_part | |
| dtype: string | |
| - name: tampered_sentences | |
| sequence: string | |
| - name: golden_sentences | |
| sequence: string | |
| - name: metadata | |
| struct: | |
| - name: all_images_paths | |
| sequence: string | |
| - name: tampered | |
| dtype: bool | |
| - name: paper_ids | |
| sequence: string | |
| - name: panel_ids | |
| sequence: string | |
| - name: figure_ids | |
| sequence: string | |
| - name: scenario | |
| dtype: string | |
| tags: | |
| - scientific-paper-fraud-detection | |
| - vision-fraud-reasoning | |
| - fraud-reasoning | |
| - mllm-benchmark | |
| pretty_name: THEMIS | |
| 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) |