Open-Vocabulary Instance Segmentation on MARIS in-domain (val) benchmark leaderboard · SOTA2 Research

Open-Vocabulary Instance Segmentation on MARIS in-domain (val)

56.71Overall Class mAPMARIS

Evaluation Results

Method	Links
MARIS2025.10		56.71	61.55	71.02	66.04	54.02	61.54	57.44	64.92	60.51
MAFT+2025.10		53.41	55.32	64.24	59.42	51.54	59.44	55.74	61.36	58.88
FCCLIP2025.10		52.17	54.29	63.33	58.37	50.99	58.66	54.57	60.33	55.92
EOVSeg2025.10		49.53	51.72	63.16	55.57	48.32	57.26	51.53	59.36	53.04
SAN2025.10		47.78	50.17	59.63	55.08	46.05	53.47	49.76	55.86	51.92
ODISE2025.10		46.95	49.32	58.75	54.26	45.18	52.64	48.93	55.02	51.07
OVSeg2025.10		46.41	48.96	57.92	53.64	44.63	51.89	48.25	54.23	50.36
MARIS (Our Method)2025.10		46.18	—	—	—	—	—	—	54.34	51.11
MARIS2025.10		44.37	52.68	61.56	57.33	39.77	45.78	42.68	51.41	47.9
MAFT+2025.10		40.27	—	—	—	—	—	—	47.89	45.72
MAFT+2025.10		40.08	48.15	58.26	54.57	35.72	40.67	38.88	47.16	43.33
FCCLIP2025.10		39.46	—	—	—	—	—	—	46.39	43.62
FCCLIP2025.10		39.26	47.78	57.22	52.44	34.53	39.84	37.15	46.03	42.6
SAN2025.10		36.05	43.26	52.18	48.05	31.57	37.09	34.02	43.06	39.26
EOVSeg2025.10		35.9	—	—	—	—	—	—	45.33	40.11
ODISE2025.10		34.71	41.89	50.74	46.83	30.26	35.68	32.54	41.56	38.12
SAN2025.10		34.05	—	—	—	—	—	—	42.2	38.26
ODISE2025.10		32.82	—	—	—	—	—	—	41.95	37.01
MARIS (Our Method)2025.10		32.62	—	—	—	—	—	—	39.6	36.65
EOVSeg2025.10		31.22	37.98	48.95	41.55	27.48	33.89	29.56	39.26	33.83
OVSeg2025.10		30.95	37.52	48.51	43.26	27.21	33.65	30.38	39.02	35.47
OVSeg2025.10		30.65	—	—	—	—	—	—	40.78	37.9
MAFT+2025.10		30.05	—	—	—	—	—	—	36.57	34.11
FCCLIP2025.10		29.79	—	—	—	—	—	—	36.12	33.5
SAN2025.10		19.18	—	—	—	—	—	—	24.63	20.05
OVSeg2025.10		18.95	—	—	—	—	—	—	24.3	19.82
EOVSeg2025.10		18.9	—	—	—	—	—	—	25.91	21.19
ODISE2025.10		18.51	—	—	—	—	—	—	23.86	19.4