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Benchmarks
Sequence Classification on ListOps
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55.6
Accuracy (%)
HKT-Large
14.52
25.185
35.85
46.515
Sep 30, 2021
Jul 2, 2022
Apr 4, 2023
Jan 4, 2024
Oct 6, 2024
Jul 8, 2025
Apr 10, 2026
Accuracy (%)
Updated 6d ago
Evaluation Results
Method
Method
Links
Accuracy (%)
HKT-Large
d=512, Overhead=1.313×
2026.04
55.6
HKT-Medium
d=256, Overhead=1.313×
2026.04
55.5
HKT-Small
d=128, Overhead=1.313×
2026.04
55.1
MHA (retrained)
Overhead=1.00×
2026.04
50.33
TransEvolve-randomFF-1
hidden size=256, confi...
2021.09
43.2
TransEvolve-fullFF-1
hidden size=256, confi...
2021.09
42.2
TransEvolve-randomFF-2
hidden size=256, confi...
2021.09
39.1
TransEvolve-fullFF-2
hidden size=256, confi...
2021.09
37.8
Reformer
2021.09
37.3
Synthesizer
2021.09
37
Random Feature Attention (RFA)
2021.09
36.8
Transformer
hidden size=512
2021.09
36.4
Big Bird
2021.09
36
Linformer
2021.09
35.7
Performers
2021.09
18
Sinkhorn
2021.09
17.1
Linear attention
2021.09
16.1
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