LLM Inference Speedup Suite (Alpaca, CodeAlpaca, HumanEval, LiveCodeBench, Math500, MBPP, MT-Bench) benchmark leaderboard · SOTA2 Research

LLM Inference Speedup Suite (Alpaca, CodeAlpaca, HumanEval, LiveCodeBench, Math500, MBPP, MT-Bench)

2.61Speedup (Alpaca)DART

Evaluation Results

Method	Links
DART2026.01		2.61	3.4	2.8	2.83	2.6	3.21	2.47	2.84	3.67
DART2026.01		2.52	3.5	3.07	2.84	2.6	3.23	2.06	2.83	3.61
DART2026.01		2.44	3.61	2.83	2.69	2.57	3.23	2.42	2.83	3.87
DART2026.01		2.31	3.12	2.88	2.57	2.94	2.82	2.5	2.74	3.6
EAGLE32026.01		2.2	2.29	2.29	2.16	2.21	2.17	2.23	2.22	3.54
EAGLE32026.01		2.16	2.49	2.46	2.24	2.49	2.4	2.1	2.33	3.72
EAGLE32026.01		1.91	2.26	2.32	2.28	2.46	2.19	2.09	2.21	3.8
EAGLE32026.01		1.76	2.19	2.4	2.32	2.54	2.14	2.01	2.19	3.48