LiteHRNet Benchmark

🔥🔥 Based on MMsegmentation 🔥🔥

Cityscapes

FCN resize concat

config	mIoU last	mAcc last	eval last	mIoU best	mAcc best	eval best	download
fcn-resize-concat_litehr18-with-head_512x1024_8x2_160k_cityscapes	71.81	80.6	10	71.81	80.6	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr18-with-head_512x1024_8x2_320k_cityscapes	71.96	80.43	10	71.96	80.43	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr18-with-head_512x1024_8x2_640k_cityscapes	71.97	80.04	10	71.97	80.04	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr18-without-head_512x1024_8x2_160k_cityscapes	68.99	77.63	10	68.99	77.63	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr18-without-head_512x1024_8x2_320k_cityscapes	70.42	78.72	10	70.42	78.72	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr18-without-head_512x1024_8x2_640k_cityscapes	70.22	78.42	10	70.22	78.42	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-with-head_512x1024_8x2_160k_cityscapes	73.81	82.42	10	73.81	82.42	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-with-head_512x1024_8x2_320k_cityscapes	74.46	82.41	10	74.46	82.41	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-with-head_512x1024_8x2_640k_cityscapes	74.2	82.24	10	74.2	82.24	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-without-head_512x1024_8x2_160k_cityscapes	72.11	80.72	10	72.11	80.72	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-without-head_512x1024_8x2_320k_cityscapes	72.12	80.15	10	72.12	80.15	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-without-head_512x1024_8x2_640k_cityscapes	72.34	80.24	10	72.34	80.24	10	log | 20210816_121228.log.json

FCN

config	mIoU last	mAcc last	eval last	mIoU best	mAcc best	eval best	download
fcn_litehr18-with-head_512x1024_8x2_160k_cityscapes	71.49	79.95	10	71.49	79.95	10	log | 20210816_121228.log.json
fcn_litehr18-with-head_512x1024_8x2_320k_cityscapes	73.03	81.35	10	73.03	81.35	10	log | 20210816_121228.log.json
fcn_litehr18-with-head_512x1024_8x2_640k_cityscapes	73.02	81.02	10	73.02	81.02	10	log | 20210816_121228.log.json
fcn_litehr18-without-head_512x1024_8x2_160k_cityscapes	69.43	78.15	10	69.43	78.15	10	log | 20210816_121228.log.json
fcn_litehr18-without-head_512x1024_8x2_320k_cityscapes	70.61	78.87	10	70.61	78.87	10	log | 20210816_121228.log.json
fcn_litehr18-without-head_512x1024_8x2_640k_cityscapes	69.38	77.3	10	69.38	77.3	10	log | 20210816_121228.log.json
fcn_litehr30-with-head_512x1024_8x2_160k_cityscapes	72.65	81.36	10	72.65	81.36	10	log | 20210816_121228.log.json
fcn_litehr30-with-head_512x1024_8x2_320k_cityscapes	74.98	83.22	10	74.98	83.22	10	log | 20210816_121228.log.json
fcn_litehr30-with-head_512x1024_8x2_640k_cityscapes	75.26	83.05	10	75.26	83.05	10	log | 20210816_121228.log.json
fcn_litehr30-without-head_512x1024_8x2_160k_cityscapes	72.78	81.37	10	72.78	81.37	10	log | 20210816_121228.log.json
fcn_litehr30-without-head_512x1024_8x2_320k_cityscapes	72.37	80.29	10	72.37	80.29	10	log | 20210816_121228.log.json
fcn_litehr30-without-head_512x1024_8x2_640k_cityscapes	74.34	82.25	10	74.34	82.25	10	log | 20210816_121228.log.json

ADE20k

FCN resize concat

config	mIoU last	mAcc last	eval last	mIoU best	mAcc best	eval best	download
fcn-resize-concat_litehr18-with-head_512x512_160k_ade20k	24.2	31.67	10	24.2	31.67	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr18-with-head_512x512_160k_ade20k	26.17	34.86	10	26.17	34.86	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr18-without-head_512x512_160k_ade20k	24.71	32.46	10	24.71	32.46	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-with-head_512x512_160k_ade20k	26.81	34.96	10	26.81	34.96	10	log | 20210816_121228.log.json
fcn-resize-concat_litehr30-without-head_512x512_160k_ade20k	24.38	32.52	10	24.38	32.52	10	log | 20210816_121228.log.json

FCN

config	mIoU last	mAcc last	eval last	mIoU best	mAcc best	eval best	download
fcn_litehr18-with-head_512x512_160k_ade20k	23.82	31.51	10	23.82	31.51	10	log | 20210816_121228.log.json
fcn_litehr18-with-head_512x512_160k_ade20k	24.14	31.81	10	24.14	31.81	10	log | 20210816_121228.log.json
fcn_litehr18-without-head_512x512_160k_ade20k	20.82	27.58	10	20.82	27.58	10	log | 20210816_121228.log.json
fcn_litehr18-without-head_512x512_160k_ade20k	21.98	29.06	10	21.98	29.06	10	log | 20210816_121228.log.json
fcn_litehr30-with-head_512x512_160k_ade20k	24.06	31.78	10	24.06	31.78	10	log | 20210816_121228.log.json
fcn_litehr30-without-head_512x512_160k_ade20k	25.22	32.67	10	25.22	32.67	10	log | 20210816_121228.log.json