You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Much of the time, figures with multiple parts are segmented separately and not merged properly in post-processing, leaving multiple "figures" that cannot be matched to multiple "captions". This results in key figure parts being impossible to retrieve (i.e., they have no text and are associated with no captions). It's also likely that this is causing lower confidence on Figure proposals because "chopped up" figure and table elements are out of distribution (by definition rel. to our training data).
Revisiting the merging step for figures specifically is needed. Tables would also benefit from more sophisticated merging.
The text was updated successfully, but these errors were encountered:
Much of the time, figures with multiple parts are segmented separately and not merged properly in post-processing, leaving multiple "figures" that cannot be matched to multiple "captions". This results in key figure parts being impossible to retrieve (i.e., they have no text and are associated with no captions). It's also likely that this is causing lower confidence on Figure proposals because "chopped up" figure and table elements are out of distribution (by definition rel. to our training data).
Revisiting the merging step for figures specifically is needed. Tables would also benefit from more sophisticated merging.
The text was updated successfully, but these errors were encountered: