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Stance Detection research benchmarks · SOTA2 Research

Stance Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.56HC

70

Jun 26, 2026

92.56Trump Performance

27

Jun 11, 2026

69.78SD F1-score

24

Jun 26, 2026

StanceNakba Subtask A 2026 (test)

94.31Accuracy

24

Apr 2, 2026

38.26delta_1

24

Feb 26, 2026

84.78CA F1 Score

23

Jun 26, 2026

U-MStance Overall

70.15F1 (Avg)

23

Mar 11, 2026

U-MStance Bitcoin target

73.22F1 (against)

23

Mar 11, 2026

U-MStance Costco target

74.88F1 (Against)

23

Mar 11, 2026

U-MStance BMW target

75.8F1 Score (Against)

23

Mar 11, 2026

U-MStance Tesla target

75.12F1 (against)

23

Mar 11, 2026

U-MStance Biden target

65.31F1 Against

23

Mar 11, 2026

U-MStance Trump target

74.4F1 Score (Against)

23

Mar 11, 2026

VAST Non-explicit (test)

0.375SC

18

Feb 26, 2026

VAST Explicit (test)

49.84SC

18

Feb 26, 2026

EZSTANCE Non-explicit (test)

48.53SC (%)

16

Feb 26, 2026

EZSTANCE Explicit (test)

0.515SC (%)

16

Feb 26, 2026

RumorEval S (val)

59.2Macro F1

16

Feb 26, 2026

RumorEval S (PH)

84.2Micro F1

15

Feb 26, 2026

Llama-3.1-8B-Instruct

57Accuracy

11

Feb 26, 2026

Mistral-7B-Instruct-v0.3

75Accuracy

11

Feb 26, 2026

AusHansard (test)

63Accuracy

11

Feb 26, 2026

77Accuracy

11

Feb 26, 2026

69.8CB

11

Feb 26, 2026

DeepSeek-R1-Qwen

87.46Precision

11

Feb 26, 2026

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