BEST
v1.4.0
2026-04-01_22-30
·
mAP50 0.990
·
base
yolo26m.pt
Datasets
6
Experiments
5
Best mAP50
0.990
2026-04-01_22-30
Production version
—
not deployed
Latest dataset · v1.5.0
Train 7968 imgs / 345744 anns
· Val 888 / 35952
Slice 1280px
· Overlap 0.3
· Split 0.9
Per-class
—
Best experiment
· 2026-04-01_22-30
Base
yolo26m.pt
· Epochs 100
· Imgsz 1280
· Duration 11.7h
Optimizer
auto
· lr0 0.01
· Batch -1
· Patience 20
Aug
mosaic 1.0
· fliplr 0.5
· scale 0.5
· degrees —
P 0.985
· R 0.978
· mAP50 0.990
· mAP@.5:.95 0.931
mAP across dataset versions
v1.1.0
0.951
v1.3.0
0.913
v1.4.0
0.990
v1.5.0
0.976
All experiments (5)
| Timestamp | Dataset | Base | mAP50 | mAP@.5:.95 | Epochs | Prod |
|---|---|---|---|---|---|---|
| 2026-04-01_22-30 | v1.4.0 | yolo26m.pt |
0.990 | — | 100 | — |
| 2026-04-01_22-32 | v1.4.0 | yolo26m.pt |
0.990 | — | 100 | — |
| 2026-03-25_19-04 | v1.5.0 | yolo26m.pt |
0.976 | — | 25 | — |
| 2026-01-05_22-50 | v1.1.0 | yolo11n.pt |
0.951 | — | 250 | — |
| 2026-01-13_18-33 | v1.3.0 | yolo11m.pt |
0.913 | — | 250 | — |