Datasets › MERL-RAV
MERL-RAV (MERL Reannotation of AFLW with Visibility)
The MERL-RAV (MERL Reannotation of AFLW with Visibility) Dataset contains over 19,000 face images in a full range of head poses. Each face is manually labeled with the ground-truth locations of 68 landmarks, with the additional information of whether each landmark is unoccluded, self-occluded (due to extreme head poses), or externally occluded. The images were annotated by professional labelers, supervised by researchers at Mitsubishi Electric Research Laboratories (MERL).
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 | ||||
|---|---|---|---|---|---|---|
| Face Alignment | MERL-RAV | SPIGA NME (box) 1.51 | Shape Preserving Facial Landmarks with Graph Attention Networks | andresprados/spiga | 2 | Compare |
| Pose Estimation | MERL-RAV | SPIGA MAE mean (º) 2.39 | Shape Preserving Facial Landmarks with Graph Attention Networks | andresprados/spiga | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 4. 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 | |||
|---|---|---|---|---|
| Shape Preserving Facial Landmarks with Graph Attention Networks | 1 | 2 | 13 Oct 2022 | not harvested |
| LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood | 1 | 1 | 6 Apr 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
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
- MERL-RAV
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