Share your thoughts, 1 month free Claude Pro on usSee more

Panoptic Segmentation on Cityscapes

67.2PQ

DINAT-L

Updated 14d ago

Evaluation Results

Method
DINAT-L 2022.09	67.2	44.5	83.4	-	-	-	-
Swin-L 2022.09	66.6	43.6	82.9	-	-	-	-
ReMax 2024.04	65.4	-	-	-	-	294.7	-
ECO-M2F 2024.04	64.18	39.64	80.49	-	-	507.51	250.8
M2F 2024.04	64	39.26	80.77	-	-	537.85	281.13
Lite-ECO-M2F 2024.04	62.64	36.52	79.99	-	-	412.88	156.17
Lite-M2F 2024.04	62.29	36.57	79.43	-	-	428.71	172
ECO-M2F 2024.04	62.2	37.21	77.34	-	-	453.5	220.59
Mask2Former-R50 2026.04	62.1	-	-	-	-	-	-
ECO-M2F 2024.04	62.09	36.04	79.58	-	-	439.67	182.95
M2F 2024.04	61.86	37.35	76.94	-	-	524.11	281.13
PEM 2024.04	61.07	34.11	77.62	-	-	236.6	-
RT-M2F 2024.04	59.73	31.35	77.89	-	-	361.1	130
YOSO 2024.04	59.7	-	76.05	-	-	265.1	-
LiPS (3 levels) 2026.04	55.3	-	-	-	-	-	-
LiPS (full) 2026.04	55.3	-	-	-	-	-	-
LiPS (2 levels) 2026.04	54.5	-	-	-	-	-	-
LiPS (1 level) 2026.04	54.1	-	-	-	-	-	-
PrAda-L 2026.05	49.8	-	66.2	-	-	-	-
FC-CLIP-L + CLIP-Adapter 2026.05	48.6	-	64.3	-	-	-	-
FC-CLIP-L + TipAdapter-F 2026.05	48	-	63.2	-	-	-	-
FC-CLIP-L + CoCoOp 2026.05	46.9	-	60.5	-	-	-	-
FC-CLIP-L + CoOp 2026.05	46.8	-	59.3	-	-	-	-
PrAda-R50 2026.05	45.5	-	61.4	-	-	-	-
OVRCOAT 2026.03	45.3	-	-	78.7	55.6	-	-
FC-CLIP-R50 + CLIP-Adapter 2026.05	44.8	-	60.8	-	-	-	-
FC-CLIP-R50 + TipAdapter-F 2026.05	44.7	-	59.6	-	-	-	-
FC-CLIP 2026.03	44	-	-	75.4	53.6	-	-
FC-CLIP-L 2026.05	44	-	56.2	-	-	-	-
OPSNet 2026.03	41.5	-	-	67.5	50	-	-
FC-CLIP-R50 + CoOp 2026.05	41.5	-	51.9	-	-	-	-
OpenSeeD (L) 2023.03	41.4	-	-	-	-	-	-
OpenSEED-L 2026.05	41.4	-	47.8	-	-	-	-
FC-CLIP-R50 2026.05	40.3	-	53.2	-	-	-	-
MAFT+pan 2026.03	38.3	-	-	70.2	46.9	-	-
X-Decoder (L) 2023.03	38.1	-	-	-	-	-	-
X-Decoder-L 2026.05	38.1	-	52	-	-	-	-
OpenSeeD (T) 2023.03	37.3	-	-	-	-	-	-
MSeg (B) 2023.03	37.2	-	-	-	-	-	-
X-Decoder (T) 2023.03	37.2	-	-	-	-	-	-
Prompt-DINO-L 2026.05	34.3	-	52.2	-	-	-	-
DaTaSeg 2023.06	30	-	-	-	-	-	-
DaTaSeg 2023.06	29.8	-	-	-	-	-	-
APE-L 2026.05	28.6	-	37.9	-	-	-	-
DaTaSeg 2023.06	28	-	-	-	-	-	-
ODISE 2023.06	23.9	-	-	-	-	-	-
ODISE 2026.03	23.9	-	-	75.3	29	-	-
ODISE 2026.05	23.9	-	-	-	-	-	-