Semantic Segmentation on DADA-seg 1.0 (test)

46.97mIoUMMUDA

Evaluation results

Method
MMUDA2022.03	46.97	87.51	27.97	74.76	16.16	21.93	29.94	29.43	31.62	75.67	26.69	93.57	24.4	29.57	77.35	68.24	84.02	72.35	36.96	10.44
MMUDA Baseline + Meta + MDMS2022.03	46.11	87.1	27.71	71.11	22.94	20.64	32.25	29.49	34.34	75.48	24.02	92.18	20.65	33.33	74.64	63.35	71.14	39.08	39.08	12.04
MMUDA Baseline + Meta2022.03	45.03	86.2	25.44	70.63	14.21	19.75	26.56	28.01	29.23	74.45	25.29	93.18	20.4	31.53	75.02	64.73	76.84	38.05	38.05	10.95
MMUDA Baseline2022.03	40.73	84.93	23.66	68.34	16.27	20.58	25.96	31.25	28.2	71.89	22.39	93.16	17.92	26.84	73.89	55.09	69.26	34.77	34.77	9.49
Trans4Trans-M2022.03	39.2	71.1	15.57	70.39	10.34	16.53	31.63	37.16	37.38	71.88	19.61	93.04	21.27	14.97	64.04	53.76	81.53	24.63	34.11	10.07
EDCNet2022.03	32.04	73.03	19.47	57.31	11.6	14.3	20.7	12.27	27.22	70.54	18.98	88.64	10.69	8.7	68.14	49.8	50.86	—	9.02	4.12
ISSAFE2022.03	29.97	80.23	19.51	52.02	6.43	14.68	16.19	17.03	19.5	65.39	21.69	79.84	9.95	8.82	65.6	39.51	39.73	—	6.09	7.03
BDL2022.03	29.66	81.44	19.18	57.18	8.61	16.26	14.65	8.78	16.77	66.6	26.83	85.87	10.51	7.16	65.45	35.18	34.78	—	2.71	5.57
CLAN2022.03	28.76	79.8	18.61	51.56	8.32	13.6	15.51	17.15	21.51	63.2	21.99	80.53	8.37	6.32	63.47	33.43	33.12	—	3.69	6.21
FastSCNN2022.03	26.32	69.91	16.3	52.53	6.09	9.63	19.98	19.3	22.58	57.04	22.95	90.81	11.19	13.95	46.16	22.65	9.74	—	4.49	4.75
OCRNet2022.03	24.85	42.13	11.54	34.49	6.63	12.7	22.76	29.03	22.28	42.41	15.15	85.43	14.31	6.65	53.94	20.65	34.86	—	9.3	7.87
ResNet1012022.03	23.6	57.96	11.16	39.94	6.43	9.46	23.67	27.37	17.32	45.65	16.47	69.21	13.19	4.51	47.29	13.75	30.44	—	6.64	8.01
DANet2022.03	22.24	46.49	10.17	42.2	3.81	10.65	13.46	18.69	22.59	55.76	22.22	83.84	6.68	11.75	39.59	7.96	12.64	—	7.98	6.12
ResNeSt2022.03	19.99	39.63	11.38	33.68	2.81	9.73	22.76	27.35	18.09	45.24	14.22	71.23	13.34	5.03	36.45	6.91	13.08	—	3.94	4.87
DNLNet2022.03	19.72	41.68	13.26	30.45	6.17	11.04	21.91	28.03	17.99	40.05	14.13	56.06	10.75	5.41	34.78	8.01	28.01	—	3.55	3.39
SemFPN2022.03	19.59	37.9	10.12	23.8	3.74	9.64	22.06	28.64	15.55	40.95	12.13	51.93	9.24	5.93	52.08	13.89	26.54	—	3.66	4.36
ResNet502022.03	18.96	34.19	8.24	31.05	4.56	7.39	19.04	27.05	15.35	33.3	12.4	61.52	10.04	3.95	42.59	14.15	27.02	—	3.72	4.72
PSPNet2022.03	17.07	31.62	11.42	32.48	4.16	8.52	12.38	17.93	13.39	50.82	13.85	67.19	9.86	3.13	31.54	6.97	3.15	—	2.97	2.89
MobileNetV22022.03	16.05	31.87	8.5	26.55	3.6	5.38	13.96	19.51	10.87	44.99	11.09	67.05	8.11	5.23	28.58	11.77	2.17	—	1.9	3.86