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Benchmarks
Language Generation on KGRec (test)
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56.18
ROUGE-1
P-GRPO
23.888
32.2715
40.655
49.0385
Feb 17, 2026
ROUGE-1
ROUGE-2
ROUGE-L
Cosine Similarity
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROUGE-1
ROUGE-2
ROUGE-L
Cosine Similarity
P-GRPO
Backbone=Gemma-2B
2026.02
56.18
10.67
28.43
31.3
GRPO
Backbone=Gemma-2B
2026.02
56.03
10.58
28.32
30.69
P-GRPO
Backbone=Qwen3-8B
2026.02
46.49
10.67
28.4
29.07
GRPO
Backbone=Qwen3-8B
2026.02
43.4
7.9
28.48
29.05
GDPO
Backbone=Qwen3-8B
2026.02
38.45
4.73
24.19
31.77
GDPO
Backbone=Gemma-2B
2026.02
25.13
2.26
14.55
30.88
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