Hyperparameter Optimization on LCBench (test) benchmark leaderboard · SOTA2 Research

Hyperparameter Optimization on LCBench (test)

0.6433ScoreGPT4-o3-mini

Evaluation Results

Method	Links
GPT4-o3-mini2025.11		0.6433	0.2259	0.3168	0.3961	0.9989	85.71	1
Qwen2.5-7b2025.11		0.5562	0.2154	0.4805	0.3945	0.9957	78.57	2
LLM-ES2025.11		0.5294	0.2349	0.4691	0.4582	0.9981	64.29	3
GPT4-o32025.11		0.514	0.2284	0.5477	0.3961	0.9966	64.29	4
Qwen2.5-14b2025.11		0.5015	0.331	0.4926	0.4997	0.9969	78.57	5
DeepSeek-r1-32b2025.11		0.4989	0.3476	0.4535	0.5433	0.9933	78.57	6
DeepSeek-r1-14b2025.11		0.4793	0.3956	0.4953	0.51	0.9948	71.43	7
DeepSeek-r1-7b2025.11		0.4769	0.1802	0.702	0.3093	0.9927	50	8
DeepSeek-r1-70b2025.11		0.4556	0.3513	0.5392	0.5299	0.9962	71.43	9
Qwen2.5-32b2025.11		0.4287	0.4684	0.5252	0.6133	0.9972	78.57	10
Qwen2.5-72b2025.11		0.4189	0.5358	0.4531	0.7087	0.9995	85.71	11
Llama3.3-70b2025.11		0.3625	0.5483	0.5099	0.7271	0.9683	71.43	12
LLM2025.11		0.3526	0.7638	0.2949	1	1	92.86	13
GS2025.11		0.2453	1	0.5094	1	1	100	14
BS2025.11		0.1927	0.8106	0.6265	0.9881	1	100	15