MST

Reported on 5 benchmarks across 4 tasks · 2 papers · 2 SOTA

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

Computer Vision3 results

Image RestorationonReal HSI
User Study Score· 2021-11-15
12
best: 15 (DAUHST-9stg)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910
Visual TrackingonLasHeR
Precision
73
best: 77.3 (FlexTrack)
Visual TrackingonLasHeR
Success
58.8
best: 62 (FlexTrack)

Audio1 result

10-shot image generationonReal HSI
User Study Score· 2021-11-15
12
best: 15 (DAUHST-9stg)
SOTA
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction arXiv:2111.07910

Medical1 result

Lung Nodule ClassificationonLIDC-IDRI
AUC· uses extra data· 2024-11-24
95
best: 98 (GVAE)
Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 arXiv:2411.15802