Benchmarks

110 test images in 11 types, made only from validation movies that no model trained on: Do The Right Thing 1989, Gladiator 2000, The Apartment 1960, The Handmaiden 2016, The King Of Comedy 1982, The Matrix 1999. Each row shows the query, the correct frame, and every system’s top match.

Run 20261013-170402 · median search time: before: crop-v1, whole frames: 419 ms · now: tiles + pieces: 173 ms · now + alignment (site): 314 ms

✓ exact frame · ≈ same moment (within 1 second) · ~ right movie, wrong moment · ✗ wrong movie. The green box shows where feature matching placed the query in the site’s top match.

full_frame

wide_crop

(frame not in the index)

(frame not in the index)

(frame not in the index)

medium_crop

tight_crop

narrow_crop

low_res

heavy_jpeg

(frame not in the index)

(frame not in the index)

(frame not in the index)

(frame not in the index)

color_shift

(frame not in the index)

letterbox

(frame not in the index)

subtitles

phone_photo