Question Answering on HotpotQA 10K context
84.8AccuracyMemOCR
Evaluation results
| Method | Links | |
|---|---|---|
| MemOCRMemory Budget (Tokens)=10242026.01 | 84.8 | |
| MemAgentMemory Budget (Tokens)=10242026.01 | 82.3 | |
| MemAgentMemory Budget (Tokens)=2562026.01 | 82.3 | |
| MemOCRMemory Budget (Tokens)=2562026.01 | 82.2 | |
| MemOCRMemory Budget (Tokens)=642026.01 | 77.6 | |
| Qwen2.5-1MMemory Budget (Tokens)=100K2026.01 | 75 | |
| Mem-αMemory Budget (Tokens)=10242026.01 | 75 | |
| Mem0Memory Budget (Tokens)=2562026.01 | 71.1 | |
| Qwen2.5Memory Budget (Tokens)=100K2026.01 | 70.3 | |
| Mem0Memory Budget (Tokens)=10242026.01 | 70.3 | |
| MemOCRMemory Budget (Tokens)=162026.01 | 67.2 | |
| Mem-αMemory Budget (Tokens)=2562026.01 | 57.8 | |
| Mem0Memory Budget (Tokens)=642026.01 | 56.7 | |
| R1-Distill QwenMemory Budget (Tokens)=100K2026.01 | 50.8 | |
| MemAgentMemory Budget (Tokens)=642026.01 | 50.8 | |
| Mem0Memory Budget (Tokens)=162026.01 | 37 | |
| Mem-αMemory Budget (Tokens)=642026.01 | 25.8 | |
| Mem-αMemory Budget (Tokens)=162026.01 | 24 | |
| MemAgentMemory Budget (Tokens)=162026.01 | 24 |