Datasets › SOBA
SOBA (Shadow-OBject Association)
A new dataset called SOBA, named after Shadow-OBject Association, with 3,623 pairs of shadow and object instances in 1,000 photos, each with individual labeled masks.
Source: Instance Shadow Detection
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Instance Shadow Detection | SOBA | SSISv2 (TPAMI 2023) mask SOAP 35.3 | Instance Shadow Detection with A Single-Stage Detector | stevewongv/InstanceShadowDetection +1 | 3 | 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 9. 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 | |||
|---|---|---|---|---|
| Instance Shadow Detection with A Single-Stage Detector | 2 | 1 | 11 Jul 2022 | not harvested |
| Single-Stage Instance Shadow Detection with Bidirectional Relation Learning | 1 | 1 | 19 Jun 2021 | not harvested |
| Instance Shadow Detection | 3 | 1 | 16 Nov 2019 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SOBA
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections