Codesota · Models · Swin-L + UperNetMicrosoft1 results · 1 benchmarks
Model card

Swin-L + UperNet.

Microsoftopen-sourceUnknown paramsSwin Transformer Large backbone + UperNet head

Hierarchical vision transformer. 53.5 mIoU on ADE20K. ICCV 2021 Best Paper.

§ 01 · Benchmarks

Every benchmark Swin-L + UperNet has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01ADE20KComputer Vision · Semantic SegmentationmIoU53.5%#6/6source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area

Where Swin-L + UperNet actually performs.

Computer Vision
1
benchmark
avg rank #6.0
§ 04 · Related models

Other Microsoft models scored on Codesota.

RAD-DINO
2 results · 1 SOTA
NaturalSpeech 3
~500M params · 1 result · 1 SOTA
Swin Transformer V2 Large
197M params · 1 result · 1 SOTA
WavLM Large (SV)
316M params · 1 result · 1 SOTA
ResNet-50
25M params · 3 results
Florence-2-Large
2 results
KOSMOS-2.5
2 results
ResNet-152
60M params · 2 results
§ 05 · Sources & freshness

Where these numbers come from.

arxiv
1
result
0 of 1 rows marked verified.