Multi-Modal Document Classification

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

6 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (4 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Are These Birds Similar: Learning Branched Networks for Fine-grained Representations
  16 Jan 2020 3 repositories listed
  In recent years, natural language descriptions are used to obtain information on discriminative parts of the object.
• Message Passing Attention Networks for Document Understanding
  17 Aug 2019 2 repositories listed
  In this paper, we represent documents as word co-occurrence networks and propose an application of the message passing framework to NLP, the Message Passing Attention network for Document understanding (MPAD).
• Image and Text fusion for UPMC Food-101 \\using BERT and CNNs
  17 Dec 2020 1 repository listed
  The modern digital world is becoming more and more multimodal.
• Improving accuracy and speeding up Document Image Classification through parallel systems
  16 Jun 2020 1 repository listed
  This paper presents a study showing the benefits of the EfficientNet models compared with heavier Convolutional Neural Networks (CNNs) in the Document Classification task, essential problem in the digitalization process…