Research / Results comparison
← Explore the methods FROM MECHANISMS TO EVIDENCE
Compare the results.
Read the trade-offs.
Inspect the proposed method alongside its baselines. Accuracy, incentives, payment, and privacy answer different questions.
MANUSCRIPT SNAPSHOT20 Oct 2026Reported tables · Fixed sourceView provenance ↗
Source
The current manuscript's RQ1, RQ3, and RQ4 tables. Read the paper and citation. Values are reported results, not independently reproduced here. Newer ongoing experiments and all browser teaching examples are excluded.
01 / ALL REPORTED METHODS
02 / EXACT REPORTED VALUES
A budget is a spending limit.
Methods can spend different amounts under the same B. Compare actual payments alongside outcomes.
Privacy must travel with accuracy.
The RQ4 table is not an individual-privacy-matched comparison. Uniform-DP matches only a mean resource level.
Mean differences are descriptive.
Displayed SD is across seeds. No significance, causal advantage, or universal superiority is inferred from the rankings.