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ResearchFormerly WizWand

Semantic Segmentation on ADE20K (train)

51.8mIoUdata2vec 2.0
-1.96811.99125.9539.909Mar 16, 2026
Updated 7mo ago

Evaluation results

MethodLinks
data2vec 2.0Arch=ViT-L/16, Pre-training Data=IN-1k, Pre-training Epochs=200, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0351.8
MAEArch=ViT-L/16, Pre-training Data=IN-1k, Pre-training Epochs=1600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0350.7
CrossMAEArch=ViT-L/16, Pre-training Data=IN-1k, Pre-training Epochs=800, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0349.6
BootlegArch=ViT-L/16, Pre-training Data=IN-1k, Pre-training Epochs=600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0348.3
BootlegArch=ViT-B/16, Pre-training Data=IN-1k, Pre-training Epochs=600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0346.6
CrossMAEArch=ViT-B/16, Pre-training Data=IN-1k, Pre-training Epochs=800, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0345
BootlegArch=ViT-S/16, Pre-training Data=IN-1k, Pre-training Epochs=600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0344.3
MAEArch=ViT-B/16, Pre-training Data=IN-1k, Pre-training Epochs=1600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0344
CrossMAEArch=ViT-S/16, Pre-training Data=IN-1k, Pre-training Epochs=800, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0342.2
data2vec 2.0Arch=ViT-S/16, Pre-training Data=IN-1k, Pre-training Epochs=200, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0340.5
MAEArch=ViT-S/16, Pre-training Data=IN-1k, Pre-training Epochs=800, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0339.2
I-JEPAArch=ViT-S/16, Pre-training Data=IN-1k, Pre-training Epochs=600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0336.1
I-JEPAArch=ViT-L/16, Pre-training Data=IN-1k, Pre-training Epochs=600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0331.9
I-JEPAArch=ViT-B/16, Pre-training Data=IN-1k, Pre-training Epochs=600, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.0329.8
data2vec 2.0Arch=ViT-B/16, Pre-training Data=IN-1k, Pre-training Epochs=200, Fine-tuning Protocol=Full-FT, Training Data Percentage=100%2026.030.1