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Conversational Question Answering on LoCoMo
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44.5
L Metric
MemLoRA
28.484
32.642
36.8
40.958
Dec 4, 2025
L Metric
J Metric
Delta J Base
Updated 1mo ago
Evaluation Results
Method
Method
Links
L Metric
J Metric
Delta J Base
MemLoRA
LLM=Gemma2-2B, KD teac...
2025.12
44.5
47.2
90
MemLoRA
LLM=Gemma2-2B, KD teac...
2025.12
42.7
44.6
79
Mem0
LLM=GPT-OSS-120B
2025.12
38.9
48.9
-
Mem0
LLM=Gemma2-27B
2025.12
38.6
39.1
-
MemLoRA
LLM=Qwen2.5-1.5B, KD t...
2025.12
38.4
42.1
42
MemLoRA
LLM=Qwen2.5-1.5B, KD t...
2025.12
37.3
36.9
25
Mem0
LLM=Qwen2.5-1.5B
2025.12
30.5
29.6
-
Mem0
LLM=Gemma2-2B
2025.12
29.1
24.9
-
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