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68
F1-macro
iPOE-llm
23.28
34.89
46.5
58.11
May 18, 2026
F1-macro
Updated 2mo ago
Evaluation Results
Method
Method
Links
F1-macro
iPOE-llm
Model=Qwen3-30B, Proto...
2026.05
68
iPOE-lb-llm
Model=Qwen3-30B, Proto...
2026.05
67
iPOE-llm
Model=Qwen3-4B, Protoc...
2026.05
64
iPOE-h
Model=Qwen3-30B, Proto...
2026.05
64
iPOE-lb-h
Model=Qwen3-30B, Proto...
2026.05
64
iPOE-lb-h
Model=Qwen3-4B, Protoc...
2026.05
63
iPOE-llm
Model=LLama3-8B, Proto...
2026.05
63
iPOE-lb-llm
Model=LLama3-8B, Proto...
2026.05
63
Vanilla
Model=Qwen3-30B, Proto...
2026.05
63
iPOE-h
Model=Qwen3-4B, Protoc...
2026.05
62
iPOE-lb-llm
Model=Qwen3-4B, Protoc...
2026.05
62
iPOE-h
Model=LLama3-8B, Proto...
2026.05
60
iPOE-lb-h
Model=LLama3-8B, Proto...
2026.05
60
Rand-h
Model=Qwen3-30B, Proto...
2026.05
59
Rand-llm
Model=Qwen3-30B, Proto...
2026.05
59
Vanilla
Model=LLama3-8B, Proto...
2026.05
41
Vanilla
Model=Qwen3-4B, Protoc...
2026.05
40
Rand-h
Model=Qwen3-4B, Protoc...
2026.05
35
Rand-h
Model=LLama3-8B, Proto...
2026.05
34
Rand-llm
Model=LLama3-8B, Proto...
2026.05
34
Rand-llm
Model=Qwen3-4B, Protoc...
2026.05
25
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