Film · 2003 · Films · 2000s
Looney Tunes: Back in Action
Scored from 150 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
After Daffy Duck is fired from Warner Bros., he teams up with a recently sacked studio stuntman whose father, a famous spy, has gone missing. Joined by Bugs Bunny and an ambitious studio executive, the group embarks on a globe-trotting adventure from Las Vegas to Paris to Africa to stop the villainous Acme Corporation chairman from using a mystical diamond to take over the world.
Released in 2003, Looney Tunes: Back in Action is an adventure, animation and comedy film. Inside comedy it is classed as Goofy.
The cohort it is ranked inside is 2000s films — 7,847 of them. The calibrated figure is built from 150 reviewers whose rating history varies enough to place their own average. A broader pool of 153 reviewers with two or more reviews feeds the raw-average track instead. Rotten Tomatoes carries a separate audience for the same title, 1,212 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 Looney Tunes: Back in Action 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 · 2000s (7,847 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 150.
Cohort: Films · 2000s
