Film · 2022 · Films · 2020s
I Want You Back
Scored from 124 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2020s (7,930 peers).
Summary
Two heartbroken strangers, Peter and Emma, meet by chance after being dumped by their respective partners. They hatch a scheme to sabotage their exes' new relationships and win them back, posing as friends to infiltrate the new couples' lives. As they spend more time together executing the plan, their feelings begin to complicate everything.
I Want You Back (2022) is a film IMDb files under the comedy and romance genres. Inside comedy it is classed as Romcom.
Its in-cohort standing is measured against the other 7,929 2020s films, not against the whole corpus. The calibrated figure is built from 124 reviewers whose rating history varies enough to place their own average. A broader pool of 128 reviewers with two or more reviews feeds the raw-average track instead. Rotten Tomatoes carries a separate audience for the same title, 80 of whom clear the calibration test.
How the score was built
We compare the reviewers of this title against every other title those same people reviewed. Each review is scored relative to the reviewer's own baseline — a 7/10 from a hard grader sits well above their average, while a 7/10 from a generous grader sits below theirs. Every reviewer then counts the same, so the result is a calibrated consensus rather than a raw average.
- Global percentile
- Where I Want You Back lands against every title we rank.
- In-cohort percentile
- The same comparison narrowed to its cohort — titles of the same format released in the same decade. A 1970s film is judged against 1970s films, not against last year's streaming series. Ranked against Films · 2020s (7,930 titles).
- AI-adjusted percentile
- The same reviewer-normalized score, corrected for how much confidence the sample supports: thin samples are pulled toward the corpus average. Each title keeps the share n / (n + 53) of its measured distance from the average, where n is its calibrated-reviewer count, and the result is ranked on the same scale as the global percentile.53 is the median sample size across everything we rank. Here n is 124.
Cohort: Films · 2020s
