Model

Hyper- Partisan

20 News

EURLEX

Inverted EURLEX

Book Summary

Paired Summary

BERT

92.00

84.79

73.09

70.53

58.18

52.24

BERT + TextRank

91.15

84.99

72.87

71.30

58.94

55.99

BERT + Random

89.23

84.65

73.22

71.47

59.36

56.58

Longformer

95.69

83.39

54.53

56.47

56.53

57.76

ToBERT

89.54

85.52

67.57

67.31

58.16

57.08

CogLTX

94.77

84.63

70.13

70.80

58.27

55.91

Mamba

96.71

93.16

74.82

74.56

64.70

69.23