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Papers Benchmarks Datasets Tasks

Cognitive Diagnosis research benchmarks · SOTA2 Research

Cognitive Diagnosis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NIPS34 Geometry as Target

71.8Accuracy

18

Jun 9, 2026

NIPS34 Algebra as Target

71.16Accuracy

18

Jun 9, 2026

NIPS Number as Target 34

72.23Accuracy

18

Jun 9, 2026

SLP-Math (80%/10%/10%)

79.06Accuracy

18

Feb 26, 2026

SLP-Math (70%/10%/20%)

79.43Acc

18

Feb 26, 2026

SLP-Math (60% 20% 20%)

78.73ACC

18

Feb 26, 2026

SLP-Math (50%/20%/30%)

0.787ACC

18

Feb 26, 2026

ASSIST09 (80%/10%/10%)

73.78Accuracy

18

Feb 26, 2026

ASSIST09 (70%/10%/20%)

73.41Accuracy

18

Feb 26, 2026

ASSIST09 (60%/20%/20%)

73.03Accuracy

18

Feb 26, 2026

ASSIST09 (50%/20%/30%)

0.726ACC

18

Feb 26, 2026

75.82Accuracy

12

Feb 26, 2026

Math (50% 10% 40%)

75.13Accuracy

6

Feb 26, 2026

Math (40%/10%/50%)

74.79Accuracy

6

Feb 26, 2026

ASSISTments (70%/10%/20%)

73.34ACC

6

Feb 26, 2026

ASSISTments (60%/10%/30%)

73.35Accuracy

6

Feb 26, 2026

ASSISTments (50%/10%/40%)

72.87ACC

6

Feb 26, 2026

ASSISTments (40%/10%/50%)

72.76Accuracy

6

Feb 26, 2026

SLP* CHI to Math

78.74AUC

4

Apr 7, 2026

75.82Accuracy

4

Feb 26, 2026

SLP (cross-subject)

81.2AUC

2

Apr 7, 2026

Popular datasets

Assistments MATH SLP-Math NIPS ASSIST

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