index / umstek/zero-shot-ie-bench
zero-shot-ie-bench
60 zero-shot information-extraction & classification systems (57 benchmarked) across 32 families — extractor encoders, zero-shot classifiers, cross-encoder rerankers, typed-decision engines — local, Ollaya-served & hosted (OpenRouter, Cloudflare, TypeSafe); measured accuracy/latency/cost benchmarks, 9-language suite, web UI
Research and EvalsFeature ScoringListedPython
Repository
Stars7
LanguagePython
LicenseMIT
Created2026-09-20
Last pushed2026-10-24
Officialno
Judgment
Genuine Jev project0.87
gate 0.5
Uses Jev at runtime0.75
Is a meta list0.17
Is a reimplementation0.13
Quality scales
Substance2.48 / 3
gate 0.5
Docs2.54 / 3
Novelty2.65 / 3
Composite score0.88
Category distribution
Research and Evals1.00
SDKs and Clients0.00
Integrations0.00
Agent and Dev Tooling0.00
Applications0.00
Games and Simulation0.00
Learning0.00
Other0.00
Assigned categoryResearch and Evals
Category probability1.00
Category confidence1.00
PatternFeature Scoring
Pattern confidence0.28
Curation
StatusListed
Reasongate passed
README pickno
Overridenone
Sources
- code:"jev-latest"
- search:topic:jev
- list:hellogumbo/awesome-jev
Provenance
Modeljev-1.14.0
Question setv2
Judged at2026-10-26 12:08 UTC