Mirror Detection

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (14 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine
  1 Jan 2025 1 repository listed
  To effectively exploit this unlabeled dataset, we propose the first semi-supervised framework (namely an iterative data engine) consisting of four steps: (1) mirror detection model training, (2) pseudo label prediction,…
• When SAM2 Meets Video Shadow and Mirror Detection
  26 Dec 2024 1 repository listed
  As the successor to the Segment Anything Model (SAM), the Segment Anything Model 2 (SAM2) not only improves performance in image segmentation but also extends its capabilities to video segmentation.
• SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
  16 Aug 2024 1 repository listed Syntology ran 5 of 9 samples · 4 unverified
  Image segmentation plays an important role in vision understanding.
• Fusion of Short-term and Long-term Attention for Video Mirror Detection
  10 Jul 2024 1 repository listed
  However, to ensure that the candidate is indeed a mirror (not a picture or a window), we often need to observe more frames for a global view.
• Effective Video Mirror Detection with Inconsistent Motion Cues
  1 Jan 2024 1 repository listed
  Next we observed that the motions between the inside and outside of the mirror are often inconsistent.
• Efficient Mirror Detection via Multi-level Heterogeneous Learning
  28 Nov 2022 1 repository listed
  We present HetNet (Multi-level \textbf{Het}erogeneous \textbf{Net}work), a highly efficient mirror detection network.
• Symmetry-Aware Transformer-based Mirror Detection
  13 Jul 2022 1 repository listed
  Mirror detection aims to identify the mirror regions in the given input image.
• FakeMix Augmentation Improves Transparent Object Detection
  24 Mar 2021 1 repository listed
  However, these methods usually encounter boundary-related imbalance problem, leading to limited generation capability.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.