Semantic Segmentation on SYNTHIA to Cityscapes 13-class
77.2mIoU (13-class)dual-level domain mixing framework
Evaluation results
| Method | Links | |
|---|---|---|
| dual-level domain mixing frameworkLearning Mode=SSDA, Labeled Target Images=29752021.03 | 77.2 | |
| ASSLearning Mode=SSDA, Labeled Target Images=29752021.03 | 77.1 | |
| dual-level domain mixing frameworkLearning Mode=SSDA, Labeled Target Images=10002021.03 | 74.2 | |
| BaselineLearning Mode=SSDA, Labeled Target Images=29752021.03 | 73.1 | |
| CutMix*Learning Mode=SSL, Labeled Target Images=10002021.03 | 73 | |
| ASSLearning Mode=SSDA, Labeled Target Images=10002021.03 | 73 | |
| MME*Learning Mode=SSDA, Labeled Target Images=29752021.03 | 72.7 | |
| DeeplabV2Learning Mode=Supervised, Labeled Target Images=29752021.03 | 72.2 | |
| dual-level domain mixing frameworkLearning Mode=SSDA, Labeled Target Images=5002021.03 | 71.7 | |
| CutMix*Learning Mode=SSL, Labeled Target Images=5002021.03 | 71.1 | |
| DST-CBC*Learning Mode=SSL, Labeled Target Images=10002021.03 | 70.5 | |
| ASSLearning Mode=SSDA, Labeled Target Images=5002021.03 | 69.8 | |
| dual-level domain mixing frameworkLearning Mode=SSDA, Labeled Target Images=2002021.03 | 69.8 | |
| DST-CBC*Learning Mode=SSL, Labeled Target Images=5002021.03 | 68.9 | |
| MME*Learning Mode=SSDA, Labeled Target Images=10002021.03 | 68.9 | |
| dual-level domain mixing frameworkLearning Mode=SSDA, Labeled Target Images=1002021.03 | 68.4 | |
| BaselineLearning Mode=SSDA, Labeled Target Images=10002021.03 | 67.6 | |
| DeeplabV2Learning Mode=Supervised, Labeled Target Images=10002021.03 | 67.5 | |
| CutMix*Learning Mode=SSL, Labeled Target Images=2002021.03 | 66.7 | |
| MME*Learning Mode=SSDA, Labeled Target Images=5002021.03 | 66.7 | |
| ASSLearning Mode=SSDA, Labeled Target Images=2002021.03 | 64.8 | |
| BaselineLearning Mode=SSDA, Labeled Target Images=5002021.03 | 64.4 | |
| DST-CBC*Learning Mode=SSL, Labeled Target Images=2002021.03 | 64.3 | |
| MME*Learning Mode=SSDA, Labeled Target Images=2002021.03 | 63.2 | |
| ASSLearning Mode=SSDA, Labeled Target Images=1002021.03 | 62.1 | |
| BaselineLearning Mode=SSDA, Labeled Target Images=2002021.03 | 61.9 | |
| CutMix*Learning Mode=SSL, Labeled Target Images=1002021.03 | 61.3 | |
| DeeplabV2Learning Mode=Supervised, Labeled Target Images=5002021.03 | 61 | |
| DST-CBC*Learning Mode=SSL, Labeled Target Images=1002021.03 | 59.7 | |
| MME*Learning Mode=SSDA, Labeled Target Images=1002021.03 | 59.6 | |
| DeeplabV2Learning Mode=Supervised, Labeled Target Images=2002021.03 | 58.9 | |
| BaselineLearning Mode=SSDA, Labeled Target Images=1002021.03 | 58.5 | |
| DeeplabV2Learning Mode=Supervised, Labeled Target Images=1002021.03 | 53 | |
| PITLearning Mode=UDA, Labeled Target Images=02021.03 | 51.8 | |
| LTILearning Mode=UDA, Labeled Target Images=02021.03 | 49.3 | |
| AdventLearning Mode=UDA, Labeled Target Images=02021.03 | 48 | |
| AdaptSegLearning Mode=UDA, Labeled Target Images=02021.03 | 46.7 |