AGOS

Reported on 6 benchmarks across 6 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Scene ParsingonAID
Accuracy· 2022-05-06
97.43
SOTA
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification arXiv:2205.03371
Scene ClassificationonUC Merced Land Use Dataset
Accuracy (%)· 2022-05-06
99.88
best: 100 (µ2Net+ (ViT-L/16))
SOTA
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification arXiv:2205.03371
AnimationonAID
Accuracy· 2022-05-06
97.43
SOTA
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification arXiv:2205.03371
3D Character Animation From A Single PhotoonAID
Accuracy· 2022-05-06
97.43
SOTA
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification arXiv:2205.03371
Image ClassificationonRESISC45
Top 1 Accuracy· 2022-05-06
94.91
best: 96.83 (ResNet50)
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification arXiv:2205.03371

Audio1 result

2D Semantic SegmentationonAID
Accuracy· 2022-05-06
97.43
SOTA
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification arXiv:2205.03371