Datasets › UPLight
UPLight
UPLight is an underwater RGB-Polarization multimodal semantic segmentation dataset with 12 typical underwater semantic classes.
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 | ||||
|---|---|---|---|---|---|---|
| Semantic Segmentation | UPLight | ShareCMP (B2 RGB-FP) mIoU 92.45 | ShareCMP: Polarization-Aware RGB-P Semantic Segmentation | lefteyex/sharecmp | 8 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 5. 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 | |||
|---|---|---|---|---|
| ShareCMP: Polarization-Aware RGB-P Semantic Segmentation | 1 | 1 | 6 Dec 2023 | ran 3 of 3 samples (0 unverified) |
| CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers | 1 | 2 | 9 Mar 2022 | ran 2 of 2 samples (0 unverified) |
| Multimodal Material Segmentation | 1 | 2 | 1 Jan 2022 | not harvested |
| SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers | 28 | 1 | 31 May 2021 | ran 48 of 86 samples (38 unverified; 15 pointer-only for licence) |
| Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion | 1 | 2 | 26 Nov 2020 | 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
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
No variants listed.
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