Personalized Distractor Generation on Eedi 100 Student 1361

32.1Accuracy

MCTS-guided reasoning reconstruction framework

Updated 1mo ago

Evaluation Results

Method
MCTS-guided reasoning reconstruction framework 2025.08	32.1	3.56	2.98
MCTS-guided reasoning reconstruction framework 2025.08	28.2	3.17	2.64
CoT 2025.08	27.1	3.35	2.83
MCTS-guided reasoning reconstruction framework 2025.08	27	3.72	3.31
IO 2025.08	26.4	3.29	2.83
Random 2025.08	25.8	3.1	2.63
Mastery 2025.08	25.5	3.19	2.7
Level 2025.08	25.4	2.67	2.39
Mastery 2025.08	25.4	3.06	2.61
CoT 2025.08	25.3	3.52	3.12
Level 2025.08	25.1	2.8	2.5
Level+Random 2025.08	24.8	2.75	2.44
Level+Similarity 2025.08	24.7	2.75	2.44
Level+Random 2025.08	24.7	2.65	2.34
IO 2025.08	24.4	3	2.53
Similarity 2025.08	24.2	3.15	2.71
IO 2025.08	24.1	3.51	3.1
Level+Random 2025.08	24	2.88	2.63
Level+Similarity 2025.08	23.9	2.63	2.33
Level+Similarity 2025.08	23.7	2.83	2.56
CoT 2025.08	23.7	3	2.54
Mastery 2025.08	23.5	3.34	2.82
Level 2025.08	23	2.92	2.66
Similarity 2025.08	22.9	2.95	2.55
Similarity 2025.08	22.8	3.44	3.09
Random 2025.08	22.3	3.36	2.96
MCTS-guided reasoning reconstruction framework 2025.08	22.1	3.12	2.53
Random 2025.08	18.4	2.71	2.32
MCTS-guided reasoning reconstruction framework 2025.08	17.7	2.93	2.45
IO 2025.08	17.4	2.73	2.25
Level 2025.08	16.6	2.39	2.11
CoT 2025.08	16.2	2.74	2.27
Level 2025.08	15.7	2.5	2.22
Mastery 2025.08	15.5	2.74	2.28
CoT 2025.08	14.9	2.73	2.25
IO 2025.08	14.2	2.74	2.3
Mastery 2025.08	14	2.68	2.21
Level+Random 2025.08	13.7	2.43	2.17
Level+Similarity 2025.08	13.7	2.43	2.19
Level+Similarity 2025.08	13.1	2.16	1.88
Level+Random 2025.08	12.9	2.16	1.9
Similarity 2025.08	12.7	2.8	2.43
Similarity 2025.08	12.2	2.62	2.22
Random 2025.08	11	2.56	2.13
Random 2025.08	10.2	2.66	2.31