Semantic Segmentation on Increasing Storm benchmark leaderboard · SOTA2 Research

Semantic Segmentation on Increasing Storm

75.8mIoU (Clear, F)SVDP

Evaluation Results

Method	Links
SVDP2024.09		75.8	—	71.4	71.3	68.6	69.3	66.2	67.1	63.7	64.4	51.1	65.1	69.2	66.9	0.04
No Adapt2024.09		73.4	—	68.8	—	64.2	—	58	—	51.8	—	31.2	57.8	—	—	60.8
HAMLET2024.09		73.4	—	69.9	68.8	67.7	67.5	66.6	66.4	65.5	64.6	58.9	66.7	67.6	67.1	46.3
DAWA2024.09		73.4	—	70.4	71.6	68.9	70	67.6	69.1	66.1	66.4	60.6	67.6	70	68.7	40.7
CoTTA real-time2024.09		73.3	—	70.3	70.6	66.9	66.4	62.5	61.4	57.6	56.9	39.7	59.2	65.5	62.3	27
TENT2024.09		73	—	68.5	68.6	64.5	64.8	59.7	60.2	54.5	54.8	35.9	56.2	63.6	59.9	10
TENT+Replay Buffer2024.09		73	—	68.5	68.6	64.5	64.8	59.7	60.2	54.4	54.7	35.8	56.1	63.6	59.9	7.8
CoTTA2024.09		72.5	—	69.5	70.9	65.9	68.2	66.1	64.7	64.6	63.5	57.2	65.6	68.1	66.8	0.6
No Adapt2024.09		64.5	—	57.1	—	48.7	—	41.5	—	34.4	—	18.5	37.3	—	—	39.4
OnDA2024.09		64.5	—	60.4	57.1	57.3	54.5	54.8	52.2	52	49.1	42.2	54.2	55.1	54.6	6.7