MemBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Memorability Feedback Generation | MemBench | IR0.85 | 13 | |
| Question Answering | MemBench High | Accuracy77.32 | 12 | |
| Question Answering | MemBench Low | Accuracy88.78 | 12 | |
| Reflective memory | MemBench 100k context | Accuracy86.3 | 10 | |
| Long-context memory evaluation | MemBench | Recall87.5 | 10 | |
| Reflective memory | MemBench 10k context | Reflective Accuracy84.3 | 8 | |
| Text-to-Image Generation | MemBench 3000 Memorized Prompts 1.0 (test) | SSCD (Target)50.3 | 5 | |
| Text-to-Image Generation | Membench 3,000 prompts 1.0 | SSCD0.79 | 3 | |
| Feedback Quality Evaluation | MemBench human study | Clearness4.19 | 2 |
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