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Sequence Modeling on LRA ListOps
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38.36
Accuracy
Transformer-LS
32.5568
34.0634
35.57
37.0766
Jul 5, 2021
Accuracy
FLOPs
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
FLOPs
Transformer-LS
version=best
2021.07
38.36
0.16
Dynamic Projection
version=best
2021.07
37.79
0.15
Transformer-LS
w=8, r=32
2021.07
37.5
0.2
Linformer
k=256
2021.07
37.38
0.41
Nyströmformer
l=128
2021.07
37.34
0.61
Full Attention
2021.07
37.13
1.21
Reformer
config=2
2021.07
36.44
0.27
Performer
r=256
2021.07
32.78
0.41
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