Alignment

Benchmarks

Dataset Name	SOTA Method	Metric
MT-Bench	Qwen2-72B-Instruct	MT-Bench Score9.12	49	2mo ago
Weather	MemPrompt	Align83.22	40	4mo ago
IFEval strict prompt	Nemotron Cascade-8B	pass@190.2	26	2mo ago
UltraFeedback (test)	MetaAligner-7B	Honesty Score63.72	20	1mo ago
HH-RLHF	AdaBoN	Estimated Score (EST)154	12	4mo ago
TruthfulQA MC2	Qwen3-14B	Score77.72	10	2mo ago
HalluBench	EVE (Ours-8B-iter4)	Accuracy63	10	3mo ago
IFEval	Qwen2.5-VL-72B	IFEval Score86.3	10	4mo ago
XSTest	CE + TMKL	Refusal Delta0.2	9	1mo ago
HH IDN 40%	UDPO	Win Rate68	8	18d ago
HH (IDN 20%)	α-UDPO	Win Rate78.2	8	18d ago
IFBench prompt	Audex 30B-A3B	Score77.8	7	18d ago
MIA-Bench	EVE (Ours-8B-iter4)	Accuracy93.3	7	3mo ago
IFBench	Nemotron-Cascade 14B-Thinking	pass@141.7	7	4mo ago
ArenaHard		pass@195.7	7	4mo ago
ArenaHard v2	Audex 30B-A3B	Score81.6	6	18d ago
Human Values	MAH-DPO	Helpfulness Score0.7165	6	1mo ago
PDDLLM v1 (test)		Planning Success Rate100	6	4mo ago
Berlin2-10 real (test)	GVINS	MAE1.66	5	4mo ago
Berlin2 real (test)	SDP	MAE1.29	5	4mo ago
Berlin1-10 real (test)	SDP	MAE4.53	5	4mo ago
Berlin real 1 (test)	SDP	MAE2.64	5	4mo ago
Arena-Hard	Qwen2-72B-Instruct	Score48.1	5	4mo ago
MixEval	Qwen2-72B-Instruct	Score86.7	5	4mo ago
AlignBench v1 (test)	Qwen2-7B	Score7.21	5	4mo ago

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