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ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC overlapped setting (15-1 (6 steps))

8,480mIoU (Classes 1-15)Joint
-313.9281,969.1114,252.156,535.189Jul 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
JointBackbone Type=Transformer2024.078,4808,0708,380
MBS (Ours)Backbone Type=Transformer2024.078,2607,2208,060
INC+Backbone Type=Transformer2024.077,9605,9607,560
JointBackbone Type=CNN2024.077,9107,2607,740
RBC+Backbone Type=Transformer2024.077,5904,0206,820
MiB+Backbone Type=Transformer2024.077,2602,3106,170
RCILBackbone Type=CNN2024.077,0602,3705,940
RBC+Backbone Type=CNN2024.076,9503,8406,210
REMINDBackbone Type=CNN2024.076,8302,7205,850
SPPABackbone Type=CNN2024.076,6202,3305,600
RECALLBackbone Type=CNN2024.076,5704,7806,270
PLOP+Backbone Type=CNN2024.076,5102,1105,460
SDR+Backbone Type=CNN2024.074,4702,1803,920
MiB+Backbone Type=CNN2024.073,4201,3502,930
ILT+Backbone Type=CNN2024.07880800860
JointBackbone Type=Transformer2024.0784.880.783.8
MBS (Ours)Backbone Type=Transformer2024.0784.17682.6
INC+Backbone Type=Transformer2024.0782.569.279.9
JointBackbone=DeepLabv3 (CNN)2024.0779.172.677.4
JointBackbone Type=CNN2024.0779.172.677.4
RBC+Backbone Type=Transformer2024.0778.96275.5
RCILBackbone Type=CNN2024.0778.85272.4
MiB+Backbone Type=Transformer2024.0778.663.175.6
SPPABackbone Type=CNN2024.0778.152.972.1
RBC+Backbone Type=CNN2024.0776.652.870.9
MiB+Backbone Type=CNN2024.0776.45070.1
MBSBackbone=DeepLabv3 (CNN)2024.0776.139.167.8
REMINDBackbone Type=CNN2024.0776.150.770.1
PLOP+Backbone Type=CNN2024.0775.751.770.1
SDR+Backbone Type=CNN2024.0775.452.669.9
RCILBackbone=DeepLabv3 (CNN)2024.0770.623.759.4
RBCBackbone=DeepLabv3 (CNN), Reproduced=true2024.0769.538.462.1
REMINDBackbone=DeepLabv3 (CNN)2024.0768.327.258.5
ILT+Backbone Type=CNN2024.0767.139.260.5
RECALLBackbone Type=CNN2024.0766.650.964
SPPABackbone=DeepLabv3 (CNN)2024.0766.223.356
PLOPBackbone=DeepLabv3 (CNN), Reproduced=true2024.0765.121.154.6
SDRBackbone=DeepLabv3 (CNN), Reproduced=true2024.0744.721.839.2
MiBBackbone=DeepLabv3 (CNN), Reproduced=true2024.0734.213.529.3
EWC+Backbone Type=CNN2024.0730430130
EWC+Backbone Type=CNN2024.0724.335.527.1