Datasets › PASCAL VOC 2011
PASCAL VOC 2011
PASCAL VOC 2011 is an image segmentation dataset. It contains around 2,223 images for training, consisting of 5,034 objects. Testing consists of 1,111 images with 2,028 objects. In total there are over 5,000 precisely segmented objects for training.
Source: Scene Parsing with Integration of Parametric and Non-parametric Models Image Source: http://host.robots.ox.ac.uk:8080/pascal/VOC/voc2011/index.html
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Semantic Segmentation | PASCAL VOC 2011 test | Plugin network Mean IoU 72.2 | Plugin Networks for Inference under Partial Evidence | tooploox/plugin-networks | 3 | Compare |
| Semantic Segmentation | PASCAL VOC 2011 | DLDL-8s+CRF Mean IoU 67.6 | Deep Label Distribution Learning with Label Ambiguity | gaobb/DLDL +1 | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 20. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Plugin Networks for Inference under Partial Evidence | 1 | 1 | 2 Jan 2019 | not harvested |
| Deep Label Distribution Learning with Label Ambiguity | 2 | 1 | 6 Nov 2016 | not harvested |
| Fully Convolutional Networks for Semantic Segmentation | 37 | 2 | 20 May 2016 | not harvested |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PASCAL VOC 2011 test
- PASCAL VOC 2011
2 variant names, as the archive lists them.
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