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Benchmarks
Reading Comprehension Accuracy on RACE (test)
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59.9
Accuracy
Instruction-Queryable LoRA
25.5696
34.4823
43.395
52.3077
May 24, 2025
Jul 21, 2025
Sep 17, 2025
Nov 14, 2025
Jan 11, 2026
Mar 10, 2026
May 8, 2026
Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
Instruction-Queryable LoRA
Backbone=Qwen0.5B, Typ...
2026.05
59.9
LoRA
Backbone=Qwen0.5B, Typ...
2026.05
59.5
RepLoRA
Backbone=Qwen0.5B, Typ...
2026.05
58.5
Queryable LoRA
Backbone=Qwen0.5B, Typ...
2026.05
58.5
DoRA
Backbone=Qwen0.5B, Typ...
2026.05
50.2
PGM 8 / 8
distillation=After Dis...
2025.05
30.62
MDLM
distillation=Before
2025.05
28.04
MDLM
distillation=After Dis...
2025.05
27.94
PGM 6 / 6 (1024)
distillation=Before
2025.05
27.37
PGM 6 / 6 (1024)
distillation=After Dis...
2025.05
27.37
PGM 8 / 8
distillation=Before
2025.05
26.89
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