Registration
Please register for the competition and select the challenge track via the workshop site: MMFM2024 on CMT3.
Participation
The challenge will be running in two phases:
Phase 1
For this phase, train and test sets are provided. We encourage the participants to read our GitHub Readme.
The submission file is a .csv file in the following structure (the headings id,pred,split cannot be changed)
A test submission file can be downloaded from here
id,pred,split
docvqa_docvqa_0_4,1000,public
docvqa_docvqa_5_0,12:00,public
docvqa_docvqa_12_0,70,public
docvqa_docvqa_21_2,Balance sheet,public
docvqa_docvqa_35_1,1969,public
docvqa_docvqa_46_1,No,public
docvqa_docvqa_51_1,75,public
docvqa_docvqa_58_6,Conversion program,public
docvqa_docvqa_62_0,1400-05,public
docvqa_docvqa_63_0,Smoke chamber,public
docvqa_docvqa_83_2,250,public
where the 3 columns are sample id, prediction and split (public or private track).
The sample id format for the 10 public datasets are:
DocVQA: docvqa_docvqa_x_x
InfographicsVQA: infographicvqa_infographicvqa_x_x_x
WebSrc: websrc_websrc_x_x_x
WTQ: wtq_wtq_x_x_x
IconQA Fill in the blank: iconqa_fill_in_blank_iconqa_x_x
FunSD: funsd_funsd_x_x_x_x_x
IconQA Choose text: iconqa_choose_txt_iconqa_x_x
WildReceipt: wildreceipt_wildreceipt_x_x_x_x_x
TextbookQA: textbookqa_textbookqa_x_x_x_x_x
TabFact: tabfact_tabfact_x_x_x
The sample id consists of 3 components: dataset name, sub dataset name and the original sample id.
The sub dataset name is the same as dataset name except for iconqa_fill_in_blank_iconqa and iconqa_choose_txt_iconqa
Here x_x is the original sample id given in the processed_data/dataset_name/converted_output_test.json file.
The test submission file here can be used as a template where you can find all the sample ids
Phase 2
An alien test set will be released after the phase 1 deadline. The participants will be required to submit their results on the alien test set. Again, with the code and the model weights (which should be the same as phase 1).
Only participants who submitted results for Phase 1 before its deadline will receive access to Phase 2 evaluation data, and only participants who submitted Phase 2 results will be eligible for the competition.