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Reward Modeling on RewardBench (test)

0.933RWBench

J1-Llama-70B

Updated 23d ago

Evaluation Results

Method
J1-Llama-70B 2026.01	0.933	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RISE-Judge-32B 2026.01	0.927	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CompassJudger2-32B 2026.01	0.926	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RM-R1-Qwen-32B 2026.01	0.914	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RRM-32B 2026.01	0.912	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CompassJudger2-7B 2026.01	0.91	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Think-J-32B 2026.01	0.905	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CE-RM-4B 2026.01	0.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CE-RM-4B 2026.01	0.894	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CE-RM-4B 2026.01	0.89	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RISE-Judge-7B 2026.01	0.882	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GPT-4o 2026.01	0.867	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DeepSeek-GRM-27B 2026.01	0.86	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
J1-Llama-8B 2026.01	0.857	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Llama-3.3-70B-Instruct 2026.01	0.854	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RM-R1-Qwen-7B 2026.01	0.852	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RRM-7B 2026.01	0.822	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CLoud-Gemma-2-27B 2026.01	0.82	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
TIR-Judge-Zero-8B 2026.01	0.814	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
CompassJudger1-32B 2026.01	0.812	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
TIR-Judge-Distill-8B 2026.01	0.81	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Gemini-2.5-Flash 2026.01	0.807	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
TIR-Judge-Zero-4B 2026.01	0.773	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
TIR-Judge-Distill-4B 2026.01	0.766	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
JudgeLRM-7B 2026.01	0.752	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GRM 2026.04	-	89.94	89.34	92.79	90.68	92.2	89.88	94.33	85.57	94	100	88.96	-	-	-	-	-
GRM + LP 2026.04	-	88.14	90.99	89.47	92.59	92.77	89.49	93.62	87.63	92	100	89.13	-	-	-	-	-
GRM + LWR 2026.04	-	90.62	88.35	93.68	87.5	91.04	90.66	93.62	85.57	94	100	88.71	-	-	-	-	-
GRM + CIRM 2026.04	-	90.17	89.42	93.69	89.61	91.62	90.27	94.33	85.57	94	100	89.13	-	-	-	-	-
FsfairX 2026.04	-	95.14	77.93	93.24	75.63	79.48	82.49	90.78	71.13	94	66.67	86.68	-	-	-	-	-
FsfairX + LP 2026.04	-	93.45	85.12	91.58	86.57	86.71	85.99	91.49	77.32	92	66.67	89.67	-	-	-	-	-
FsfairX + LWR 2026.04	-	93.45	85.95	91.58	87.04	87.57	86.38	91.49	78.35	92	66.67	90.08	-	-	-	-	-
FsfairX + CIRM 2026.04	-	95.25	78.02	93.69	74.91	79.48	83.27	91.49	72.16	94	66.67	86.8	-	-	-	-	-
INF 2026.04	-	96.72	95.7	97.75	93.91	97.4	95.72	97.87	90.72	98	66.67	96.6	-	-	-	-	-
FCPS 2026.05	-	-	-	-	-	-	-	-	-	-	-	-	0.0252	0.0219	0.33	0.13	-
FCPS 2026.05	-	-	-	-	-	-	-	-	-	-	-	-	0.0249	0.0225	0.25	0.12	-
FCPS 2026.05	-	-	-	-	-	-	-	-	-	-	-	-	0.0251	0.022	0.32	0.17	-
FCPS 2026.05	-	-	-	-	-	-	-	-	-	-	-	-	0.0243	0.0217	0.26	0.15	-
FCPS 2026.05	-	-	-	-	-	-	-	-	-	-	-	-	0.024	0.0227	0.14	-0.01	-
OPENREWARD 2025.10	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	77.66
RM-R1 2025.10	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	68.34
JudgeLRM-7B 2025.10	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	74.45
Prometheus-v2.0 2025.10	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	71.55
RRM-7B 2025.10	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	78.54