The JEV demo includes five public tests showing performance improvements across different tasks: autoresearch converting 2,000 wine reviews into 67 numeric columns with CatBoost reducing RMSE from 3.09 to 1.77, and parallel questions processing 13 decisions from a single large document for under $0.0005.

Name: The JEV demo includes five public tests showing performance improvements across different tasks: autoresearch converting 2,000 wine reviews into 67 numeric columns with CatBoost reducing RMSE from 3.09 to 1.77, and parallel questions processing 13 decisions from a single large document for under $0.0005.
Uploaded: 2026-10-04T03:00:37.316Z
Channel: fluixoo
Description: The JEV demo includes five public tests showing performance improvements across different tasks: autoresearch converting 2,000 wine reviews into 67 numeric columns with CatBoost reducing RMSE from 3.09 to 1.77, and parallel questions processing 13 decisions from a single large document for under $0.0005.

fluixooevaluation-benchmarking3K views · 79 likes

Discovered 2026-10-04, refreshed 2026-10-04. Descriptions and stats are pulled from the project's own X post and refreshed automatically — they aren't independently verified by JevTracks beyond the initial eligibility check.