Alignment

Benchmarks

Dataset Name	SOTA Method	Metric
MT-Bench	Qwen2-72B-Instruct	MT-Bench Score9.12	49	1mo ago
Weather	MemPrompt	Align83.22	40	3mo ago
IFEval strict prompt	Nemotron Cascade-8B	pass@190.2	26	15d ago
UltraFeedback (test)	MetaAligner-7B	Honesty Score63.72	20	1d ago
HH-RLHF	AdaBoN	Estimated Score (EST)154	12	2mo ago
TruthfulQA MC2	Qwen3-14B	Score77.72	10	15d ago
HalluBench	EVE (Ours-8B-iter4)	Accuracy63	10	1mo ago
IFEval	Qwen2.5-VL-72B	IFEval Score86.3	10	3mo ago
XSTest	CE + TMKL	Refusal Delta0.2	9	5d ago
MIA-Bench	EVE (Ours-8B-iter4)	Accuracy93.3	7	1mo ago
IFBench	Nemotron-Cascade 14B-Thinking	pass@141.7	7	3mo ago
ArenaHard		pass@195.7	7	3mo ago
Human Values	MAH-DPO	Helpfulness Score0.7165	6	1d ago
PDDLLM v1 (test)		Planning Success Rate100	6	3mo ago
Berlin2-10 real (test)	GVINS	MAE1.66	5	3mo ago
Berlin2 real (test)	SDP	MAE1.29	5	3mo ago
Berlin1-10 real (test)	SDP	MAE4.53	5	3mo ago
Berlin real 1 (test)	SDP	MAE2.64	5	3mo ago
Arena-Hard	Qwen2-72B-Instruct	Score48.1	5	3mo ago
MixEval	Qwen2-72B-Instruct	Score86.7	5	3mo ago
AlignBench v1 (test)	Qwen2-7B	Score7.21	5	3mo ago
MT-Bench v1 (test)	Qwen2-7B	MT-Bench Score8.41	5	3mo ago
Arena-Hard	SnapMLA	Hard Prompt Gemini Score70.4	4	3mo ago
AlignBench	Qwen2-72B-Instruct	Score8.27	4	3mo ago
MixEval v1 (test)	Qwen2-7B	Accuracy76.5	4	3mo ago

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