Film · 2000 · Films · 2000s
What Lies Beneath
Scored from 506 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
A Vermont housewife, recently an empty-nester, begins to suspect her suburban home is haunted while her scientist husband dismisses her fears. As eerie occurrences intensify, she investigates the disappearance of a young woman from their neighborhood, uncovering a dark secret that hits closer to home than she imagined.
What Lies Beneath (2000) is a film IMDb files under the drama, horror and mystery genres.
The cohort it is ranked inside is 2000s films — 7,847 of them. The calibrated figure is built from 506 reviewers whose rating history varies enough to place their own average. A broader pool of 517 reviewers with two or more reviews feeds the raw-average track instead.
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 What Lies Beneath 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 506.
Cohort: Films · 2000s
