VPNeXt

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Medical3 results

Semantic SegmentationonPASCAL Context
mIoU· 2025-02-23
71.1
SOTA
VPNeXt -- Rethinking Dense Decoding for Plain Vision Transformer arXiv:2502.16654
Semantic SegmentationonCOCO-Stuff test
mIoU· 2025-02-23
53.7
SOTA
VPNeXt -- Rethinking Dense Decoding for Plain Vision Transformer arXiv:2502.16654
Semantic SegmentationonCityscapes val
mIoU· 2025-02-23
84.4
best: 90.3 (EfficientPS (Cityscapes-fine))
VPNeXt -- Rethinking Dense Decoding for Plain Vision Transformer arXiv:2502.16654

Audio3 results

10-shot image generationonPASCAL Context
mIoU· 2025-02-23
71.1
SOTA
VPNeXt -- Rethinking Dense Decoding for Plain Vision Transformer arXiv:2502.16654
10-shot image generationonCOCO-Stuff test
mIoU· 2025-02-23
53.7
SOTA
VPNeXt -- Rethinking Dense Decoding for Plain Vision Transformer arXiv:2502.16654
10-shot image generationonCityscapes val
mIoU· 2025-02-23
84.4
best: 90.3 (EfficientPS (Cityscapes-fine))
VPNeXt -- Rethinking Dense Decoding for Plain Vision Transformer arXiv:2502.16654