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Long-form Dialogue on LoCoMo

37.24EMDYCP
-0.95928.957918.87528.7921Jan 12, 2026

Evaluation results

MethodLinks
DYCPAgent=Claude 4.02026.0137.247.483.416.8390.451.85
DYCPAgent=GPT-4.12026.0135.4612.455.9111.5691.460.97
Full ContextAgent=Claude 4.02026.0134.696.892.986.2489.575.3
Full ContextAgent=GPT-4.12026.0133.6712.315.6311.3592.062.41
DYCPAgent=Claude 3.72026.0131.897.983.167.0883.051.52
DYCPAgent=GPT-4o mini2026.0128.3216.126.6914.7980.440.88
DYCPAgent=GPT-4o2026.0126.5314.726.2213.5183.271.1
Full ContextAgent=Claude 3.72026.0126.286.692.645.9974.215.54
DYCPAgent=Mistral-Nemo-Instruct (128k)2026.0125.2623.4410.3921.8479.041.52
DYCPAgent=Qwen2.5-7B-Instruct (1M)2026.01259.634.158.8875.960.98
Full ContextAgent=GPT-4o mini2026.0124.4915.046.0113.9174.962.43
Full ContextAgent=GPT-4o2026.0124.2312.285.1611.2875.132.32
Full ContextAgent=Qwen2.5-7B-Instruct (1M)2026.0122.969.023.98.372.576.56
SCM4LLMsAgent=Claude 3.72026.0122.195.81.865.2562.826.65
Full ContextAgent=Mistral-Nemo-Instruct (128k)2026.0121.1720.598.8119.3366.7510.18
SeComAgent=GPT-4o2026.0121.1712.454.711.3267.191.26
SeComAgent=Claude 3.72026.0121.176.042.115.3860.881.53
SeComAgent=GPT-4o mini2026.0119.6412.014.510.9766.090.88
SCM4LLMsAgent=GPT-4o mini2026.0119.1313.645.412.5966.472.1
CondMemAgent=Qwen2.5-7B-Instruct (1M)2026.0116.8412.394.8311.4957.077.45
CondMemAgent=Mistral-Nemo-Instruct (128k)2026.0116.5816.535.9615.1956.363.25
SCM4LLMsAgent=GPT-4o2026.0112.59.843.669.0349.62.01
MemoChatAgent=GPT-4o mini2026.019.697.692.656.8345.622.46
MemoChatAgent=GPT-4o2026.016.897.051.796.1943.392.24
No ContextAgent=Mistral-Nemo-Instruct (128k)2026.014.085.240.924.6423.90.05
MemoChatAgent=Claude 3.72026.013.833.580.583.0830.155.53
No ContextAgent=GPT-4o2026.011.792.730.332.3615.570.48
No ContextAgent=GPT-4o mini2026.011.793.090.332.6617.190.48
No ContextAgent=GPT-4.12026.011.794.760.663.9525.210.43
No ContextAgent=Qwen2.5-7B-Instruct (1M)2026.011.283.230.312.821.490.04
No ContextAgent=Claude 4.02026.010.772.830.212.4613.31.15
No ContextAgent=Claude 3.72026.010.512.470.22.1813.31.15