Single-pass encoder with a per-option head over state and all questions in one sequence; 512-token context with the state cut to 256 tokens.
Reported by the authors or by third parties, on their own suites. Not comparable to the leaderboard above; attributed so you can check them.
Measured on: Public gold-label sets (Banking77, BoolQ, SST-5) and an OOD split
Author-reported, three seeds; the card says it is not comparable to Jev.
open-jev DeBERTa-v3-large has not been run through the benchmark yet; the figures on this page are its authors' own and are not comparable to the leaderboard until a row exists.
Yes. com-kotobalabs/open-jev-deberta-v3-large is released under Apache 2.0 and runs on your own hardware with the transformers library.
No. open-jev DeBERTa-v3-large answers questions about text and never returns spans; use a GLiNER-family model for extraction.