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Multi-task Language Understanding on MMLU Pro (test)

92.8Physics Score

ExpeL + Janus

Updated 24d ago

Evaluation Results

Method	Links
ExpeL + Janus 2026.06		92.8	-	-	-	-	-	-	-	71.6
ExpeL 2026.06		90.4	-	-	-	-	-	-	-	68.8
DC-RS + Janus 2026.06		89.2	-	-	-	-	-	-	-	68
DC-RS + Janus 2026.06		89.2	-	-	-	-	-	-	-	74.4
ExpeL + Janus 2026.06		88.4	-	-	-	-	-	-	-	75.6
ExpRAG 2026.06		87.2	-	-	-	-	-	-	-	66.2
ExpeL 2026.06		85.2	-	-	-	-	-	-	-	73.2
Memory-free 2026.06		84	-	-	-	-	-	-	-	61.2
DC-RS 2026.06		84	-	-	-	-	-	-	-	64.4
DC-RS 2026.06		83.2	-	-	-	-	-	-	-	66.4
ExpRAG 2026.06		82.4	-	-	-	-	-	-	-	70
Memory-free 2026.06		78.2	-	-	-	-	-	-	-	68.4
RL-Extra 2026.04		69.8	61.1	35.2	83.4	49.1	71	65.4	62.1	-
NExt 2026.04		69.8	65.1	32.1	84.7	47.9	71.1	67	62.5	-
GRPO 2026.04		69.3	63.6	33.3	83.8	47.7	71.5	68.8	62.6	-
AlphaRL 2026.04		67.5	62.8	32.1	85.2	45.1	73.6	66.9	61.9	-
Backbone 2026.04		64.7	64.2	32.3	83.1	44.2	72.4	64.9	60.8	-
GRPO 2026.04		59.4	49.4	31.1	70.7	41	61.6	54.4	52.5	-
NExt 2026.04		59.2	48.3	32.4	71.5	41.5	63.9	55.4	53.2	-
AlphaRL 2026.04		58.7	47.4	31.8	70	39.5	61.8	54.4	51.9	-
RL-Extra 2026.04		58.7	51.1	31.3	70.6	41	64.2	53.9	53	-
Backbone 2026.04		53.6	46.6	31	70.3	36.3	61.3	52.2	50.2	-
AlphaRL 2026.04		41.9	32.4	19.6	60.8	33	52.8	37.9	39.8	-
GRPO 2026.04		41.7	34.1	20.5	60.6	35.5	54.2	36.8	40.5	-
RL-Extra 2026.04		41.2	36.9	18.5	59.9	35.5	54.2	35.6	40.3	-
NExt 2026.04		40.2	35.3	20.3	60.8	35.8	54.2	36.5	40.4	-
Backbone 2026.04		36	32.4	18.3	55	35.7	51.9	37.5	38.1	-
NExt 2026.04		22	17.6	18.3	45.2	20.9	41.1	26.1	27.3	-
GRPO 2026.04		21.2	18.8	19.4	44.7	19.8	39.8	26.4	27.2	-
RL-Extra 2026.04		20.7	19.3	16.5	38.7	16.9	38.8	27.2	25.4	-
AlphaRL 2026.04		18	16.1	17	40.6	20.9	40.3	26.7	25.7	-
Backbone 2026.04		16.1	16.2	8.5	29.1	14.5	21.7	18	17.7	-