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Semantic Segmentation on Dv 58-class (val)

62ACDC-41

S2-Corr

Updated 1mo ago

Evaluation Results

Method
S2-Corr 2026.02	62	61.7	47.4	41.9	53.2
S2-Corr 2026.02	62	61.7	47.4	41.9	53.2
CLIPSelf 2026.02	61.3	60.3	44.7	39.8	51.5
CLIPSelf 2026.02	61.3	60.3	44.7	39.8	51.5
RSC-CLIPSelf 2026.02	61.3	59.6	44.6	36.4	50.5
CAT-Seg+DGInStyle 2026.02	60.2	60.8	43.5	38.7	50.8
CAT-Seg+DGInStyle 2026.02	60.2	60.8	43.5	38.7	50.8
MaskAdapter 2026.02	59.7	59.7	41.8	36.1	49.3
MaskAdapter 2026.02	59.7	59.7	41.8	36.1	49.3
CAT-Seg 2026.02	59.2	60	41.1	39.5	50
CAT-Seg 2026.02	59.2	60	41.1	39.5	50
MAFT+ 2026.02	58.4	57.9	42.2	39	49.4
SAN 2026.02	57.5	56.9	38	34.8	46.8
ESC-Net 2026.02	57.1	59.2	43.8	36.5	49.2
CAT-Seg+AdvStyle 2026.02	56	56.4	40.8	38.6	48
S2-Corr 2026.02	55.4	59.8	41.5	40.8	49.4
CAT-Seg+DGInStyle 2026.02	53.7	59	37.9	38	47.2
CAT-Seg 2026.02	53.6	59.7	41.1	38.2	48.2
S2-Corr 2026.02	52.3	58.6	42	38.6	47.9
MaskAdapter 2026.02	52.1	55.9	37.1	37.1	45.6
RSC-CLIPSelf 2026.02	52	59.1	39.8	38.4	47.8
CAT-Seg+AdvStyle 2026.02	51.8	59.2	40.7	35.5	46.8
ESC-Net 2026.02	51.5	57.3	38.7	35.1	45.7
OVSeg 2026.02	51.2	49.3	33.7	35.7	42.5
CLIPSelf 2026.02	51.2	59.7	40.6	39.7	48
SAN 2026.02	50.8	55.9	39.1	32.9	44.7
MAFT+ 2026.02	50.7	56.5	37.6	36.7	46.4
OVSeg 2026.02	50.5	54.9	38.1	35.6	44.8
RSC-CLIPSelf 2026.02	50	53	40.1	35.1	44.5
CLIPSelf 2026.02	49.4	54.3	39.6	36.5	45
MaskAdapter 2026.02	48.3	51.2	39.8	36.1	43.8
CAT-Seg+AdvStyle 2026.02	48	47.9	36	36.5	42.1
CAT-Seg 2026.02	47.6	51.6	38.2	36.5	43.5
ESC-Net 2026.02	47.3	49.2	40.1	34.5	42.7
MAFT+ 2026.02	46.4	48.8	38.1	35.4	42.2
CAT-Seg+DGInStyle 2026.02	46.1	53.7	36.8	36	43.2
SAN 2026.02	44.3	46.8	35.4	30.7	39.3
OVSeg 2026.02	41.2	48.3	31.7	32.6	38.5
ProxyCLIP 2026.02	38.5	52.2	33.5	27.2	37.9
ProxyCLIP 2026.02	38.5	52.2	33.5	27.2	37.9
DeCLIP 2026.02	34.2	47	32	28.3	35.4
ClearCLIP 2026.02	33.5	34	26.6	21.6	28.9
ClearCLIP 2026.02	33.5	34	26.6	21.6	28.9
CAT-Seg 2026.02	33.2	42.8	28.6	27.6	33.1
CLIP-DINOiser 2026.02	31.9	34	26.9	21.6	28.6
CLIP-DINOiser 2026.02	31.9	34	26.9	21.6	28.6