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Scientific Agent Task Completion on ScienceAgentBench

43.1Success Rate (SR)

Mimosa

Updated 1mo ago

Evaluation Results

Method	Links
Mimosa 2026.03		43.1	92.1	1.7
Mimosa 2026.03		38.2	89.8	0.05
Mimosa 2026.03		32.4	79.4	0.38
Mimosa 2026.03		31.3	77.3	2.2
Mimosa 2026.03		30.3	88.5	7.8
DataPRM 2026.04		25.64	-	-
DataPRM 2026.04		25.64	-	-
Majority Vote 2026.04		24.36	-	-
Majority Vote 2026.04		24.36	-	-
LLM-as-a-judge 2026.04		24.36	-	-
LLM-as-a-judge 2026.04		24.36	-	-
LLM-as-a-judge 2026.04		24.36	-	-
Self-Rewarding 2026.04		24.36	-	-
Self-Rewarding 2026.04		24.36	-	-
Self-Rewarding 2026.04		24.36	-	-
DataPRM 2026.04		24.36	-	-
Majority Vote 2026.04		23.08	-	-
Qwen2.5-Math-PRM-72B 2026.04		23.08	-	-
Qwen2.5-Math-PRM-72B 2026.04		23.08	-	-
Math-Shepherd-PRM-7B 2026.04		21.79	-	-
ReasonFlux-PRM-7B 2026.04		21.79	-	-
ThinkPRM 2026.04		21.79	-	-
GenPRM 2026.04		21.79	-	-
Mimosa 2026.03		21.6	72.1	3.5
Math-Shepherd-PRM-7B 2026.04		20.51	-	-
Qwen2.5-Math-PRM-7B 2026.04		20.51	-	-
GenPRM 2026.04		20.51	-	-
GenPRM 2026.04		20.51	-	-
Qwen2.5-Math-PRM-72B 2026.04		20.51	-	-
Math-Shepherd-PRM-7B 2026.04		19.23	-	-
Qwen2.5-Math-PRM-7B 2026.04		19.23	-	-
Qwen2.5-Math-PRM-7B 2026.04		19.23	-	-
ReasonFlux-PRM-7B 2026.04		19.23	-	-
ReasonFlux-PRM-7B 2026.04		19.23	-	-
ThinkPRM 2026.04		19.23	-	-
Mimosa 2026.03		18.6	64	1
ThinkPRM 2026.04		17.95	-	-
Mimosa 2026.03		13.5	68.1	1.3
Mimosa 2026.03		7.8	57	1.46
Mimosa 2026.03		3.8	60.7	0.56