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Classification on LRA Pathfinder N=1024 (test)

95.15Accuracy

Full model

Updated 1mo ago

Evaluation Results

Method	Links
Full model 2024.11		95.15
LAST 2024.11		94.45
Full model 2024.11		87.94
LAST 2024.11		87.83
Uniform H_∞ 2024.11		87.59
Global H_∞ 2024.11		87.2
Paramixer (CHORD) 2022.04		80.49
Performer 2022.04		77.05
Linformer 2022.04		76.34
Linear Transformer 2022.04		75.3
BigBird 2022.04		74.87
Transformer 2022.04		74.16
Sparse Transformer 2022.04		71.71
Transformer 2022.04		71.4
Uniform H_∞ 2024.11		71.38
Nyströmformer 2022.04		70.94
Performer 2022.04		69.87
Longformer 2022.04		69.71
Reformer 2022.04		69.36
Reformer 2022.04		68.5
Linformer 2022.04		67.6
Paramixer (CDIL) 2022.04		67.13
Global H_∞ 2024.11		57.2