Top Tagging on Top Tagging
93.11AccuracyTransformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransformerLayers=2, # Params=3,529, FLOPs=8,349,3612025.10 | 93.11 | 98.13 | 40.11 | |
| TransformerLayers=1, # Params=1,941, FLOPs=4,186,1612025.10 | 92.91 | 98.02 | 36.54 | |
| SAL-TLayers=2, # Params=6,939, FLOPs=2,794,1612025.10 | 92.79 | 97.96 | 35.15 | |
| LinformerLayers=2, # Params=16,329, FLOPs=1,450,1612025.10 | 92.61 | 97.86 | 33.11 | |
| SAL-TLayers=1, # Params=3,580, FLOPs=986,1612025.10 | 92.52 | 97.8 | 31.84 | |
| LinformerLayers=1, # Params=8,341, FLOPs=736,5612025.10 | 92.4 | 97.74 | 30.89 |