Datasets › MP-IDB
MP-IDB (MP-IDB: The Malaria Parasite Image Database for Image Processing and Analysis)
MP-IDB comprises four species of Malaria parasites: Falciparum, Malariae, Ovale, Vivax. For each species, there are four distinct stages of life, described in the filenames as follows:
R: indicates the presence of 1 or more Ring stage parasites T: indicates the presence of 1 or more Trophozoite stage parasites S: indicates the presence of 1 or more Schizont stage parasites G: indicates the presence of 1 or more Gametocyte stage parasites. Each original image has its own ground-truth, provided by expert pathologists, while every image has been analyzed from left to right, therefore every filename indicates the presence of the parasites following this indication.
Benchmarks archive 2025-07-28
All 4 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 | ||||
|---|---|---|---|---|---|---|
| Malaria Falciparum Detection | MP-IDB | YOLO Para AP 86.5 | A deep architecture based on attention mechanisms for... | Snarci/YOLO-Para | 1 | Compare |
| Malaria Malariae Detection | MP-IDB | YOLO Para AP 94.9 | A deep architecture based on attention mechanisms for... | Snarci/YOLO-Para | 1 | Compare |
| Malaria Ovale Detection | MP-IDB | YOLO Para AP 95.1 | A deep architecture based on attention mechanisms for... | Snarci/YOLO-Para | 1 | Compare |
| Malaria Vivax Detection | MP-IDB | YOLO Para AP 88.3 | A deep architecture based on attention mechanisms for... | Snarci/YOLO-Para | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 1. 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 | |||
|---|---|---|---|---|
| A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario | 1 | 4 | 26 Jan 2025 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
Variants archive 2025-07-28
- MP-IDB
1 variant name, as the archive lists them.
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