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Anomaly Detection on ANDE

92.23Accuracy

ChatAD-Qwen2.5-7B

Updated 1mo ago

Evaluation Results

Method	Links
ChatAD-Qwen2.5-7B 2026.01		92.23	92.08	4.55
ChatAD* 2026.01		92.23	92.03	5.18
ChatAD-Mistral-7B 2026.01		90.54	90.31	5.79
ChatAD-Llama3-8B 2026.01		75.79	74.82	19.17
TimeMQA-Llama3-8B 2026.01		70.42	67.15	18.59
TimeMQA-Qwen2.5-7B 2026.01		69.97	62.8	9.41
TimeMQA-Mistral-7B 2026.01		61.77	55.94	24.48
DeepSeek-R1-Distill-Qwen2.5-7B 2026.01		55.28	57.12	48.41
Qwen2.5-7B-Instruct 2026.01		54.35	52.39	40.66
Qwen3-8B 2026.01		53.3	39.23	22.41
Mistral-7B-Instruct 2026.01		51.53	60	69.47
DeepSeek-R1-Distill-Llama3-8B 2026.01		51.5	61.86	75.32
Llama3-8B-Instruct 2026.01		51.42	59.8	68.97