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Classification on LRA ListOps N=2000 (test)

61.48Accuracy

Full model

Updated 1mo ago

Evaluation Results

Method	Links
Full model 2024.11		61.48
Uniform H_∞ 2024.11		61.48
Global H_∞ 2024.11		61.48
LAST 2024.11		61.48
Full model 2024.11		56.42
LAST 2024.11		56.27
Uniform H_∞ 2024.11		55.82
Global H_∞ 2024.11		49.95
Angular 2025.10		42.2
RACE 2025.10		41.9
RACE 2025.10		41.6
FlashAttention2 2025.10		41.4
RACE 2025.10		41.3
YOSO 2025.10		41
Performer 2025.10		40.2
Linear 2025.10		39.6
Paramixer (CHORD) 2022.04		39.57
Linformer 2025.10		38.9
Transformer-LS 2022.04		38.36
Paramixer (CDIL) 2022.04		37.78
Linformer 2022.04		37.7
Linformer 2022.04		37.38
Nyströmformer 2022.04		37.34
Reformer 2022.04		37.27
Linformer 2022.04		37.25
Nyströmformer 2022.04		37.15
Transformer 2022.04		37.13
Transformer 2022.04		37.1
RFA-Gaussian 2022.04		36.8
Reformer 2022.04		36.44
Transformer 2022.04		36.37
BigBird 2022.04		36.06
Longformer 2022.04		35.63
Performer 2022.04		32.78
Reformer 2022.04		19.05
Performer 2022.04		18.8
Performer 2022.04		18.01
Sparse Transformer 2022.04		17.07
Linear Transformer 2022.04		16.13