sugam24/geonusaf-tcsegformer-random-fold1

GeoNUSAF TC-SegFormer -- random split, fold 1

Kathmandu Valley land-use segmentation, 6 classes, ignore_index=255, 512x512 @ 0.586 m/px.

backbone	nvidia/segformer-b0-finetuned-ade-512-512
split mode	random (sequence-block CV, export-order proxy)
fold	1 of 3
seed	42
best epoch	101
detail path	True
CSA reweighting	True (tau=[0.6, 0.35, 0.35, 0.6, 0.6, 0.6], w_min=0.25)
soft-clDice	True (mu=0.3)
balanced sampler	True

Validation

mIoU 0.5650 | mF1 0.7119 | OA 0.8121 | kappa 0.6946

class	IoU	UA (prec)	PA (rec)
Residential	0.8437	0.9207	0.9099
Road	0.4261	0.5454	0.6607
River	0.5218	0.6511	0.7243
Forest	0.6332	0.8627	0.7042
UnusedLand	0.4211	0.6019	0.5836
Agricultural	0.5443	0.6637	0.7517