Add MMESGBench (multimodal ESG document QA) to Advanced Tasks and datasets#5
Open
ChaoYue0307 wants to merge 1 commit into
Open
Add MMESGBench (multimodal ESG document QA) to Advanced Tasks and datasets#5ChaoYue0307 wants to merge 1 commit into
ChaoYue0307 wants to merge 1 commit into
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Adds MMESGBench (ACM Multimedia 2025) as a new row in Advanced Tasks and datasets, introducing a Multimodal ESG Document QA task.
First multimodal benchmark for understanding and complex reasoning over real-world ESG documents: 933 expert-validated QA pairs from 45 documents (7 doc types, 3 ESG source categories), with single-page / cross-page / unanswerable questions and fine-grained multimodal evidence (text/tables/charts).
Row matches the table schema (Task | Dataset | Paper | Venue | Link | Data Link).