# PC-59

Source: [PC-59](<https://www.sota2.com/research/dataset/pc-59>)

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.

- [Semantic Segmentation on PC-59](<https://www.sota2.com/research/sota/semantic-segmentation-on-pc-59.md>): Semantic Segmentation; PC-59.

- [Open Vocabulary Semantic Segmentation on Pascal Context PC-59](<https://www.sota2.com/research/sota/open-vocabulary-semantic-segmentation-on-pascal-context-pc-59.md>): Open Vocabulary Semantic Segmentation; Pascal Context PC-59.

- [Semantic Segmentation on Pascal Context PC-59 (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-pascal-context-pc-59-test.md>): Semantic Segmentation; Pascal Context PC-59 (test).

- [Open-Vocabulary Semantic Segmentation on A-847, PC-459, A-150, PC-59, PAS-20 Average Combined (val)](<https://www.sota2.com/research/sota/open-vocabulary-semantic-segmentation-on-a-847-pc-459-a-150-pc-59-pas-20-average-combined-val.md>): Open-Vocabulary Semantic Segmentation; A-847, PC-459, A-150, PC-59, PAS-20 Average Combined (val).

- [Open-vocabulary semantic segmentation on PC-59 (test)](<https://www.sota2.com/research/sota/open-vocabulary-semantic-segmentation-on-pc-59-test.md>): Open-vocabulary semantic segmentation; PC-59 (test).

- [Semantic Segmentation on PC-59 (Seen/Unseen Evaluation)](<https://www.sota2.com/research/sota/semantic-segmentation-on-pc-59-seen-unseen-evaluation.md>): Semantic Segmentation; PC-59.

- [Open-Vocabulary Semantic Segmentation Efficiency Suite (test/val)](<https://www.sota2.com/research/sota/open-vocabulary-semantic-segmentation-efficiency-suite-test-val.md>): Open-Vocabulary Semantic Segmentation; A-847, PC-459, A-150, PC-59, PAS-20, PAS-20b (test/val).

- [Grounding segmentation on PC-59](<https://www.sota2.com/research/sota/grounding-segmentation-on-pc-59.md>): Grounding segmentation; PC-59.

- [Mask Classification on Pascal Context-59 (PC-59)](<https://www.sota2.com/research/sota/mask-classification-on-pascal-context-59-pc-59.md>): Mask Classification; Pascal Context-59 (PC-59).

- [Open-Vocabulary Semantic Segmentation on PC-59](<https://www.sota2.com/research/sota/open-vocabulary-semantic-segmentation-on-pc-59.md>): Open-Vocabulary Semantic Segmentation; PC-59.