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Question Answering on LiteraryQA (test)

69.19AccuracyTop-down
51.988456.454260.9265.3858Jun 18, 2026

Evaluation results

MethodLinks
Top-downBackbone=Qwen3-235B-A22B-Instruct-2507, Quantization=FP82026.0669.19
TOABackbone=Qwen3-235B-A22B-Instruct-2507, Quantization=FP82026.0668.14
Bottom-upBackbone=Qwen3-235B-A22B-Instruct-2507, Quantization=FP82026.0667.72
MemAgentBackbone=Qwen3-235B-A22B-Instruct-2507, Quantization=FP82026.0661.21
Zero-shotBackbone=Qwen3-235B-A22B-Instruct-2507, Quantization=FP82026.0660.24
Top-downBackbone=Qwen3-30B-A3B-Instruct-2507, Quantization=FP82026.0659.51
Bottom-upBackbone=Qwen3-30B-A3B-Instruct-2507, Quantization=FP82026.0658.64
TOABackbone=Qwen3-30B-A3B-Instruct-2507, Quantization=FP82026.0658.25
QwenLong-L1.5Backbone=Qwen3-30B-A3B-Instruct-2507, Quantization=FP82026.0657.76
Zero-shotBackbone=Qwen3-30B-A3B-Instruct-2507, Quantization=FP82026.0656.48
MemAgentBackbone=Qwen3-30B-A3B-Instruct-2507, Quantization=FP82026.0652.65