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ResearchFormerly WizWand

Long-context Question Answering on En.QA

36.75SubEMLogo-PO
22.522826.216429.9133.6036Aug 19, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Logo-POBackbone=Qwen2.5-14B-Instruct2025.0836.7532.12
SeaLong-POBackbone=Qwen2.5-14B-Instruct2025.0836.4725.93
LongMabBackbone=Qwen2.5-14B-Instruct2025.0835.935.29
LongReward-POBackbone=Qwen2.5-14B-Instruct2025.0835.6127.1
Vanilla LLMBackbone=Qwen2.5-14B-Instruct2025.0835.0424.47
LongFaith-POBackbone=Qwen2.5-14B-Instruct2025.0834.7630.93
SeaLong-POBackbone=Qwen3-8B2025.0832.8633.54
LongAlpacaBackbone=Qwen2.5-14B-Instruct2025.0832.7626.76
LongMabBackbone=Llama-3.1-8B-Instruct2025.0832.7636.55
LongAlignBackbone=Qwen2.5-14B-Instruct2025.0832.1930.65
LongMab-SFTBackbone=Qwen2.5-14B-Instruct2025.0831.9128.42
LongMabBackbone=Qwen3-8B2025.0831.4333.84
LongMabBackbone=Qwen-2.5-7B-Instruct2025.0830.4831.88
Vanilla LLMBackbone=Qwen3-8B2025.0830.2931.35
Logo-POBackbone=Qwen3-8B2025.0830.2930.75
LongMab-SFTBackbone=Qwen3-8B2025.0829.4332.36
LongAlpacaBackbone=Qwen-2.5-7B-Instruct2025.0829.3423.82
LongReward-POBackbone=Qwen-2.5-7B-Instruct2025.0828.221.77
SeaLong-POBackbone=Qwen-2.5-7B-Instruct2025.0828.216.95
LongReward-POBackbone=Qwen3-8B2025.082829.01
Logo-POBackbone=Qwen-2.5-7B-Instruct2025.082828.47
LongAlpacaBackbone=Llama-3.1-8B-Instruct2025.0827.3530.58
SeaLong-POBackbone=Llama-3.1-8B-Instruct2025.0827.0632.06
Logo-POBackbone=Llama-3.1-8B-Instruct2025.0826.6732.69
Vanilla LLMBackbone=Llama-3.1-8B-Instruct2025.0826.4932.19
LongMab-SFTBackbone=Qwen-2.5-7B-Instruct2025.0826.2928.01
LongReward-POBackbone=Llama-3.1-8B-Instruct2025.0826.2124.2
Vanilla LLMBackbone=Qwen-2.5-7B-Instruct2025.0825.6422.38
LongAlpacaBackbone=Qwen3-8B2025.0825.4327.69
LongAlignBackbone=Qwen-2.5-7B-Instruct2025.0825.0725.61
LongAlignBackbone=Qwen3-8B2025.0824.8626.86
LongFaith-POBackbone=Llama-3.1-8B-Instruct2025.0824.322.35
LongFaith-POBackbone=Qwen3-8B2025.0824.2928.08
LongAlignBackbone=Llama-3.1-8B-Instruct2025.0823.9324.85
LongMab-SFTBackbone=Llama-3.1-8B-Instruct2025.0823.9327.33
LongFaith-POBackbone=Qwen-2.5-7B-Instruct2025.0823.0718.55