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Multi-turn instruction following on SysBench

92.31CSR

ImpRIF-32B

Updated 1mo ago

Evaluation Results

Method	Links
ImpRIF-32B 2026.02		92.31	86.04	69.2
ImpRIF-32B 2026.02		91.3	83.6	65.4
ImpRIF-32B 2026.02		88.46	78.8	57.6
ImpRIF-8B 2026.02		88.41	79.08	59.6
Qwen3-235B-A22B 2026.02		87.75	76.84	55.6
Qwen3-14B 2026.02		86.68	75.08	53.2
ImpRIF-8B 2026.02		86.24	75.64	53.76
Qwen3-32B 2026.02		86.19	73.68	50.4
ImpRIF-8B 2026.02		84.66	71.48	47.2
ImpRIF-4B 2026.02		82.75	70.68	46
Qwen3-8B 2026.02		81.98	66.52	42
ImpRIF-4B 2026.02		81.82	67.08	41.64
Ministral3-14B 2026.02		81.22	66.84	44
Qwen2.5-72B 2026.02		80.12	63.8	42.4
Qwen3-4B 2026.02		77.72	60.2	35.2
ImpRIF-4B 2026.02		77.1	61.2	37.8
Llama3.1-70B 2026.02		75.87	58.48	36.4
AGD_LRPe 2025.09		74.3	58.2	33.9
AGD_LRP 2025.09		73.7	56.4	32.7
AGD_LRP 2025.09		73.3	57.3	32.2
AGD_LRP 2025.09		73.2	57.8	36.5
CAD 2025.09		73	57.9	36
AGD_LRPe 2025.09		73	57.9	36
CAD 2025.09		72.2	58.8	32.3
AGD_LRPe 2025.09		71.1	53	29.9
Greedy 2025.09		69.8	52.4	33.3
Nucleus 2025.09		69.3	52.2	33.2
AGD_I×Ge 2025.09		69	51.6	32.2
AGD_I×G 2025.09		68.5	50.4	31.8
AGD_I×Ge 2025.09		67.8	50.1	27.2
Greedy 2025.09		67.6	47.9	27.1
AGD_I×Ge 2025.09		67.3	46.9	25.1
Greedy 2025.09		67.1	48.4	26
AGD_I×G 2025.09		66.8	46.4	25.2
CAD 2025.09		65.7	49.2	25.2
AGD_I×G 2025.09		65.1	46.5	24.2
Nucleus 2025.09		64.8	44.8	24.7
Nucleus 2025.09		58	40.6	20.2