# PinPoint

Source: [PinPoint](<https://www.sota2.com/research/dataset/pinpoint>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Composed Image Retrieval on PinPoint (test)](<https://www.sota2.com/research/sota/composed-image-retrieval-on-pinpoint-test.md>): Composed Image Retrieval; PinPoint (test).

- [Needle-in-a-haystack localization on Pinpoint-Bench](<https://www.sota2.com/research/sota/needle-in-a-haystack-localization-on-pinpoint-bench.md>): Needle-in-a-haystack localization; Pinpoint-Bench.

- [Visual Search on Pinpoint-Bench](<https://www.sota2.com/research/sota/visual-search-on-pinpoint-bench.md>): Visual Search; Pinpoint-Bench.