Datasets › StreetHazards
StreetHazards
StreetHazards is a synthetic dataset for anomaly detection, created by inserting a diverse array of foreign objects into driving scenes and re-render the scenes with these novel objects.
Source: Scaling Out-of-Distribution Detection for Real-World Settings
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 | ||||
|---|---|---|---|---|---|---|
| Scene Segmentation | StreetHazards | Mask2Anomaly Open-mIoU 59.8 | Unmasking Anomalies in Road-Scene Segmentation | shyam671/mask2anomaly-unmasking-anomalies-in-road-scene-segmentation | 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 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 | |||
|---|---|---|---|---|
| Unmasking Anomalies in Road-Scene Segmentation | 1 | 1 | 25 Jul 2023 | not harvested |
| Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation | 2 | 1 | 26 Nov 2022 | ran 3 of 10 samples (7 unverified) |
| DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition | 1 | 1 | 6 Jul 2022 | ran 12 of 13 samples (1 unverified; 13 pointer-only for licence) |
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
- StreetHazards
1 variant name, as the archive lists them.
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