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lrtc-logic-results

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train · 18 rows

model stringclasses 3 values	strategy stringclasses 6 values	dataset stringclasses 1 value	micro_f1 float64 0.03 0.34	macro_f1 float64 0.02 0.27	f1_F1 float64 0 0.22	f1_F2 float64 0 0	f1_S1 float64 0 0.34	f1_S2 float64 0 0.63	f1_S3 float64 0 0.26	f1_S4 float64 0 0	f1_C1 float64 0 0.36	f1_C2 float64 0.02 0.34	f1_C3 float64 0 0.28	f1_C4 float64 0 0.64
Llama-3.3-70B	Flat Single-Shot	LOGIC	0.152998	0.075987	0.10989	0	0.021505	0.436261	0.070175	0	0.076923	0.045113	0	0
Llama-3.3-70B	Flat Single-Shot + Augmentation	LOGIC	0.338686	0.265969	0.210526	0	0.338462	0.633663	0.186957	0	0.360656	0.340102	0.27619	0.313131
Llama-3.3-70B	Top-Down (argmax)	LOGIC	0.089325	0.063006	0.046512	0	0.107784	0.101695	0.093458	0	0.041667	0.038835	0.131148	0.068966
Llama-3.3-70B	Top-Down + CoT	LOGIC	0.086316	0.064216	0.055556	0	0.082645	0.090909	0.0625	0	0.098039	0.153846	0.07619	0.022472
Llama-3.3-70B	LRTC	LOGIC	0.143908	0.085697	0.061453	0	0.068966	0.27668	0	0	0.255319	0.194553	0	0
Llama-3.3-70B	LRTC + Augmentation	LOGIC	0.205907	0.205887	0.079096	0	0.224299	0.418182	0.134831	0	0.305882	0.12987	0.129032	0.637681
Llama-3.1-8B	Flat Single-Shot	LOGIC	0.187339	0.10947	0.114504	0	0.266667	0.25	0	0	0.16	0.241993	0.061538	0
Llama-3.1-8B	Flat Single-Shot + Augmentation	LOGIC	0.192069	0.175468	0.133949	0	0.290566	0.463492	0.165992	0	0.152425	0.297521	0.13602	0.114713
Llama-3.1-8B	Top-Down (argmax)	LOGIC	0.066258	0.037409	0	0	0.145251	0.045198	0.040816	0	0	0.042105	0.100719	0
Llama-3.1-8B	Top-Down + CoT	LOGIC	0.058757	0.037249	0	0	0.039604	0.047904	0	0	0.036364	0.074766	0.10582	0.068027
Llama-3.1-8B	LRTC	LOGIC	0.147147	0.055229	0.115456	0	0.285205	0	0	0	0.130354	0.021277	0	0
Llama-3.1-8B	LRTC + Augmentation	LOGIC	0.221886	0.088592	0.055556	0	0.051724	0.441781	0	0	0.040816	0.296041	0	0
Qwen-2.5-7B	Flat Single-Shot	LOGIC	0.094949	0.05742	0	0	0.143939	0.106796	0.058824	0	0.071429	0.113208	0.08	0
Qwen-2.5-7B	Flat Single-Shot + Augmentation	LOGIC	0.287454	0.228331	0.222222	0	0.295302	0.524138	0.255708	0	0.328767	0.289308	0.186047	0.181818
Qwen-2.5-7B	Top-Down (argmax)	LOGIC	0.153531	0.061604	0	0	0	0.320242	0.044444	0	0	0.157895	0.093458	0
Qwen-2.5-7B	Top-Down + CoT	LOGIC	0.032051	0.021485	0	0	0.021505	0	0.042553	0	0	0.115702	0	0.035088
Qwen-2.5-7B	LRTC	LOGIC	0.101911	0.041149	0.080997	0	0.04	0.252033	0	0	0	0.038462	0	0
Qwen-2.5-7B	LRTC + Augmentation	LOGIC	0.116525	0.086695	0.101382	0	0.186441	0.244898	0.181818	0	0.130435	0.021978	0	0

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